default search action
BibTeX records: Kristian Kersting
@article{DBLP:journals/jair/HintersdorfSBFSK24, author = {Dominik Hintersdorf and Lukas Struppek and Manuel Brack and Felix Friedrich and Patrick Schramowski and Kristian Kersting}, title = {Does {CLIP} Know My Face?}, journal = {J. Artif. Intell. Res.}, volume = {80}, pages = {1033--1062}, year = {2024}, url = {https://doi.org/10.1613/jair.1.15461}, doi = {10.1613/JAIR.1.15461}, timestamp = {Mon, 29 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jair/HintersdorfSBFSK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZecevicDK24, author = {Matej Zecevic and Devendra Singh Dhami and Kristian Kersting}, title = {Structural causal models reveal confounder bias in linear program modelling}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1329--1349}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06431-9}, doi = {10.1007/S10994-023-06431-9}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ZecevicDK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/remotesensing/OchsWBKD24, author = {Daniel Ochs and Karsten Wiertz and Sebastian Bu{\ss}mann and Kristian Kersting and Devendra Singh Dhami}, title = {Effective Risk Detection for Natural Gas Pipelines Using Low-Resolution Satellite Images}, journal = {Remote. Sens.}, volume = {16}, number = {2}, pages = {266}, year = {2024}, url = {https://doi.org/10.3390/rs16020266}, doi = {10.3390/RS16020266}, timestamp = {Wed, 31 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/remotesensing/OchsWBKD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aime/MathurGRWTHBWGRSKN24, author = {Saurabh Mathur and Veerendra P. Gadekar and Rashika Ramola and Peixin Wang and Ramachandran Thiruvengadam and David M. Haas and Shinjini Bhatnagar and Nitya Wadhwa and Garbhini Study Group and Predrag Radivojac and Himanshu Sinha and Kristian Kersting and Sriraam Natarajan}, editor = {Joseph Finkelstein and Robert Moskovitch and Enea Parimbelli}, title = {Modeling Multiple Adverse Pregnancy Outcomes: Learning from Diverse Data Sources}, booktitle = {Artificial Intelligence in Medicine - 22nd International Conference, {AIME} 2024, Salt Lake City, UT, USA, July 9-12, 2024, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14844}, pages = {293--302}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-66538-7\_29}, doi = {10.1007/978-3-031-66538-7\_29}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aime/MathurGRWTHBWGRSKN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/BraunMK24, author = {Steven Braun and Martin Mundt and Kristian Kersting}, editor = {Sanjoy Dasgupta and Stephan Mandt and Yingzhen Li}, title = {Deep Classifier Mimicry without Data Access}, booktitle = {International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {238}, pages = {4762--4770}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v238/braun24b.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/BraunMK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/DelfosseSM0K24, author = {Quentin Delfosse and Patrick Schramowski and Martin Mundt and Alejandro Molina and Kristian Kersting}, title = {Adaptive Rational Activations to Boost Deep Reinforcement Learning}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=g90ysX1sVs}, timestamp = {Mon, 29 Jul 2024 16:19:40 +0200}, biburl = {https://dblp.org/rec/conf/iclr/DelfosseSM0K24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SengZDK24, author = {Jonas Seng and Matej Zecevic and Devendra Singh Dhami and Kristian Kersting}, title = {Learning Large DAGs is Harder than you Think: Many Losses are Minimal for the Wrong {DAG}}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=gwbQ2YwLhD}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SengZDK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/StruppekHK24, author = {Lukas Struppek and Dominik Hintersdorf and Kristian Kersting}, title = {Be Careful What You Smooth For: Label Smoothing Can Be a Privacy Shield but Also a Catalyst for Model Inversion Attacks}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=1SbkubNdbW}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/StruppekHK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/PoliTNPDKSHER0M24, author = {Michael Poli and Armin W. Thomas and Eric Nguyen and Pragaash Ponnusamy and Bj{\"{o}}rn Deiseroth and Kristian Kersting and Taiji Suzuki and Brian Hie and Stefano Ermon and Christopher R{\'{e}} and Ce Zhang and Stefano Massaroli}, title = {Mechanistic Design and Scaling of Hybrid Architectures}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=GDp7Gyd9nf}, timestamp = {Mon, 02 Sep 2024 16:45:29 +0200}, biburl = {https://dblp.org/rec/conf/icml/PoliTNPDKSHER0M24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/SteinmannSFK24, author = {David Steinmann and Wolfgang Stammer and Felix Friedrich and Kristian Kersting}, title = {Learning to Intervene on Concept Bottlenecks}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=gEbl6XNLK6}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/SteinmannSFK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/DeiserothMGESAK24, author = {Bj{\"{o}}rn Deiseroth and Max Meuer and Nikolas Gritsch and Constantin Eichenberg and Patrick Schramowski and Matthias A{\ss}enmacher and Kristian Kersting}, editor = {Kevin Duh and Helena G{\'{o}}mez{-}Adorno and Steven Bethard}, title = {Divergent Token Metrics: Measuring degradation to prune away {LLM} components - and optimize quantization}, booktitle = {Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21, 2024}, pages = {6764--6783}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://doi.org/10.18653/v1/2024.naacl-long.377}, doi = {10.18653/V1/2024.NAACL-LONG.377}, timestamp = {Thu, 29 Aug 2024 17:13:57 +0200}, biburl = {https://dblp.org/rec/conf/naacl/DeiserothMGESAK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ratio/WilligZK24, author = {Moritz Willig and Matej Zecevic and Kristian Kersting}, editor = {Philipp Cimiano and Anette Frank and Michael Kohlhase and Benno Stein}, title = {"Do Not Disturb My Circles!" Identifying the Type of Counterfactual at Hand (Short Paper)}, booktitle = {Robust Argumentation Machines - First International Conference, {RATIO} 2024, Bielefeld, Germany, June 5-7, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14638}, pages = {266--275}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-63536-6\_16}, doi = {10.1007/978-3-031-63536-6\_16}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ratio/WilligZK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-05821, author = {Quentin Delfosse and Sebastian Sztwiertnia and Wolfgang Stammer and Mark Rothermel and Kristian Kersting}, title = {Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents}, journal = {CoRR}, volume = {abs/2401.05821}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.05821}, doi = {10.48550/ARXIV.2401.05821}, eprinttype = {arXiv}, eprint = {2401.05821}, timestamp = {Thu, 25 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-05821.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-16092, author = {Felix Friedrich and Katharina H{\"{a}}mmerl and Patrick Schramowski and Jindrich Libovick{\'{y}} and Kristian Kersting and Alexander Fraser}, title = {Multilingual Text-to-Image Generation Magnifies Gender Stereotypes and Prompt Engineering May Not Help You}, journal = {CoRR}, volume = {abs/2401.16092}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.16092}, doi = {10.48550/ARXIV.2401.16092}, eprinttype = {arXiv}, eprint = {2401.16092}, timestamp = {Tue, 06 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-16092.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-16852, author = {Felix Helfenstein and Jannis Bl{\"{u}}ml and Johannes Czech and Kristian Kersting}, title = {Checkmating One, by Using Many: Combining Mixture of Experts with {MCTS} to Improve in Chess}, journal = {CoRR}, volume = {abs/2401.16852}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.16852}, doi = {10.48550/ARXIV.2401.16852}, eprinttype = {arXiv}, eprint = {2401.16852}, timestamp = {Tue, 06 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-16852.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-04814, author = {Roshni Kamath and Rupert Mitchell and Subarnaduti Paul and Kristian Kersting and Martin Mundt}, title = {{BOWLL:} {A} Deceptively Simple Open World Lifelong Learner}, journal = {CoRR}, volume = {abs/2402.04814}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.04814}, doi = {10.48550/ARXIV.2402.04814}, eprinttype = {arXiv}, eprint = {2402.04814}, timestamp = {Wed, 14 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-04814.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-06434, author = {Florian Peter Busch and Roshni Kamath and Rupert Mitchell and Wolfgang Stammer and Kristian Kersting and Martin Mundt}, title = {Where is the Truth? The Risk of Getting Confounded in a Continual World}, journal = {CoRR}, volume = {abs/2402.06434}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.06434}, doi = {10.48550/ARXIV.2402.06434}, eprinttype = {arXiv}, eprint = {2402.06434}, timestamp = {Fri, 16 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-06434.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-08280, author = {Antonia W{\"{u}}st and Wolfgang Stammer and Quentin Delfosse and Devendra Singh Dhami and Kristian Kersting}, title = {Pix2Code: Learning to Compose Neural Visual Concepts as Programs}, journal = {CoRR}, volume = {abs/2402.08280}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.08280}, doi = {10.48550/ARXIV.2402.08280}, eprinttype = {arXiv}, eprint = {2402.08280}, timestamp = {Mon, 19 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-08280.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-08511, author = {Cedric Derstroff and Jannis Brugger and Jannis Bl{\"{u}}ml and Mira Mezini and Stefan Kramer and Kristian Kersting}, title = {Amplifying Exploration in Monte-Carlo Tree Search by Focusing on the Unknown}, journal = {CoRR}, volume = {abs/2402.08511}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.08511}, doi = {10.48550/ARXIV.2402.08511}, eprinttype = {arXiv}, eprint = {2402.08511}, timestamp = {Mon, 19 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-08511.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-09132, author = {Lukas Struppek and Minh Hieu Le and Dominik Hintersdorf and Kristian Kersting}, title = {Exploring the Adversarial Capabilities of Large Language Models}, journal = {CoRR}, volume = {abs/2402.09132}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.09132}, doi = {10.48550/ARXIV.2402.09132}, eprinttype = {arXiv}, eprint = {2402.09132}, timestamp = {Mon, 19 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-09132.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-12921, author = {Maurice Kraus and David Steinmann and Antonia W{\"{u}}st and Andre Kokozinski and Kristian Kersting}, title = {Right on Time: Revising Time Series Models by Constraining their Explanations}, journal = {CoRR}, volume = {abs/2402.12921}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.12921}, doi = {10.48550/ARXIV.2402.12921}, eprinttype = {arXiv}, eprint = {2402.12921}, timestamp = {Thu, 21 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-12921.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-14123, author = {Hikaru Shindo and Manuel Brack and Gopika Sudhakaran and Devendra Singh Dhami and Patrick Schramowski and Kristian Kersting}, title = {DeiSAM: Segment Anything with Deictic Prompting}, journal = {CoRR}, volume = {abs/2402.14123}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.14123}, doi = {10.48550/ARXIV.2402.14123}, eprinttype = {arXiv}, eprint = {2402.14123}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-14123.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-15404, author = {Maurice Kraus and Felix Divo and David Steinmann and Devendra Singh Dhami and Kristian Kersting}, title = {United We Pretrain, Divided We Fail! Representation Learning for Time Series by Pretraining on 75 Datasets at Once}, journal = {CoRR}, volume = {abs/2402.15404}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.15404}, doi = {10.48550/ARXIV.2402.15404}, eprinttype = {arXiv}, eprint = {2402.15404}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-15404.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-03281, author = {Sahil Sidheekh and Pranuthi Tenali and Saurabh Mathur and Erik Blasch and Kristian Kersting and Sriraam Natarajan}, title = {Credibility-Aware Multi-Modal Fusion Using Probabilistic Circuits}, journal = {CoRR}, volume = {abs/2403.03281}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.03281}, doi = {10.48550/ARXIV.2403.03281}, eprinttype = {arXiv}, eprint = {2403.03281}, timestamp = {Wed, 03 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-03281.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-17844, author = {Michael Poli and Armin W. Thomas and Eric Nguyen and Pragaash Ponnusamy and Bj{\"{o}}rn Deiseroth and Kristian Kersting and Taiji Suzuki and Brian Hie and Stefano Ermon and Christopher R{\'{e}} and Ce Zhang and Stefano Massaroli}, title = {Mechanistic Design and Scaling of Hybrid Architectures}, journal = {CoRR}, volume = {abs/2403.17844}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.17844}, doi = {10.48550/ARXIV.2403.17844}, eprinttype = {arXiv}, eprint = {2403.17844}, timestamp = {Wed, 10 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-17844.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-08676, author = {Simone Tedeschi and Felix Friedrich and Patrick Schramowski and Kristian Kersting and Roberto Navigli and Huu Nguyen and Bo Li}, title = {{ALERT:} {A} Comprehensive Benchmark for Assessing Large Language Models' Safety through Red Teaming}, journal = {CoRR}, volume = {abs/2404.08676}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.08676}, doi = {10.48550/ARXIV.2404.08676}, eprinttype = {arXiv}, eprint = {2404.08676}, timestamp = {Thu, 16 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-08676.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-14956, author = {Hector Kohler and Quentin Delfosse and Riad Akrour and Kristian Kersting and Philippe Preux}, title = {Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning}, journal = {CoRR}, volume = {abs/2405.14956}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.14956}, doi = {10.48550/ARXIV.2405.14956}, eprinttype = {arXiv}, eprint = {2405.14956}, timestamp = {Wed, 19 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-14956.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-02366, author = {Dominik Hintersdorf and Lukas Struppek and Kristian Kersting and Adam Dziedzic and Franziska Boenisch}, title = {Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models}, journal = {CoRR}, volume = {abs/2406.02366}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.02366}, doi = {10.48550/ARXIV.2406.02366}, eprinttype = {arXiv}, eprint = {2406.02366}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-02366.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-03454, author = {Simon Kohaut and Benedict Flade and Devendra Singh Dhami and Julian Eggert and Kristian Kersting}, title = {Mission Design for Unmanned Aerial Vehicles using Hybrid Probabilistic Logic Program}, journal = {CoRR}, volume = {abs/2406.03454}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.03454}, doi = {10.48550/ARXIV.2406.03454}, eprinttype = {arXiv}, eprint = {2406.03454}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-03454.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-03997, author = {Quentin Delfosse and Jannis Bl{\"{u}}ml and Bjarne Gregori and Kristian Kersting}, title = {HackAtari: Atari Learning Environments for Robust and Continual Reinforcement Learning}, journal = {CoRR}, volume = {abs/2406.03997}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.03997}, doi = {10.48550/ARXIV.2406.03997}, eprinttype = {arXiv}, eprint = {2406.03997}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-03997.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-05113, author = {Lukas Helff and Felix Friedrich and Manuel Brack and Kristian Kersting and Patrick Schramowski}, title = {LLavaGuard: VLM-based Safeguards for Vision Dataset Curation and Safety Assessment}, journal = {CoRR}, volume = {abs/2406.05113}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.05113}, doi = {10.48550/ARXIV.2406.05113}, eprinttype = {arXiv}, eprint = {2406.05113}, timestamp = {Sat, 13 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-05113.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-06107, author = {Jingyuan Sha and Hikaru Shindo and Quentin Delfosse and Kristian Kersting and Devendra Singh Dhami}, title = {{EXPIL:} Explanatory Predicate Invention for Learning in Games}, journal = {CoRR}, volume = {abs/2406.06107}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.06107}, doi = {10.48550/ARXIV.2406.06107}, eprinttype = {arXiv}, eprint = {2406.06107}, timestamp = {Sat, 13 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-06107.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-09949, author = {Wolfgang Stammer and Antonia W{\"{u}}st and David Steinmann and Kristian Kersting}, title = {Neural Concept Binder}, journal = {CoRR}, volume = {abs/2406.09949}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.09949}, doi = {10.48550/ARXIV.2406.09949}, eprinttype = {arXiv}, eprint = {2406.09949}, timestamp = {Wed, 10 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-09949.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-15088, author = {Simon Kohaut and Benedict Flade and Devendra Singh Dhami and Julian Eggert and Kristian Kersting}, title = {Towards Probabilistic Clearance, Explanation and Optimization}, journal = {CoRR}, volume = {abs/2406.15088}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.15088}, doi = {10.48550/ARXIV.2406.15088}, eprinttype = {arXiv}, eprint = {2406.15088}, timestamp = {Tue, 16 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-15088.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-16748, author = {Timo Kaufmann and Jannis Bl{\"{u}}ml and Antonia W{\"{u}}st and Quentin Delfosse and Kristian Kersting and Eyke H{\"{u}}llermeier}, title = {{OCALM:} Object-Centric Assessment with Language Models}, journal = {CoRR}, volume = {abs/2406.16748}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.16748}, doi = {10.48550/ARXIV.2406.16748}, eprinttype = {arXiv}, eprint = {2406.16748}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-16748.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-19223, author = {Bj{\"{o}}rn Deiseroth and Manuel Brack and Patrick Schramowski and Kristian Kersting and Samuel Weinbach}, title = {{T-FREE:} Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings}, journal = {CoRR}, volume = {abs/2406.19223}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.19223}, doi = {10.48550/ARXIV.2406.19223}, eprinttype = {arXiv}, eprint = {2406.19223}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-19223.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2408-07461, author = {Subhabrata Dutta and Timo Kaufmann and Goran Glavas and Ivan Habernal and Kristian Kersting and Frauke Kreuter and Mira Mezini and Iryna Gurevych and Eyke H{\"{u}}llermeier and Hinrich Sch{\"{u}}tze}, title = {Problem Solving Through Human-AI Preference-Based Cooperation}, journal = {CoRR}, volume = {abs/2408.07461}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2408.07461}, doi = {10.48550/ARXIV.2408.07461}, eprinttype = {arXiv}, eprint = {2408.07461}, timestamp = {Mon, 23 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2408-07461.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2408-07545, author = {Harsh Poonia and Moritz Willig and Zhongjie Yu and Matej Zecevic and Kristian Kersting and Devendra Singh Dhami}, title = {{\(\chi\)}SPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains}, journal = {CoRR}, volume = {abs/2408.07545}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2408.07545}, doi = {10.48550/ARXIV.2408.07545}, eprinttype = {arXiv}, eprint = {2408.07545}, timestamp = {Mon, 23 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2408-07545.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bise/PfeufferBSASBHRKH23, author = {Nicolas Pfeuffer and Lorenz Baum and Wolfgang Stammer and Benjamin M. Abdel{-}Karim and Patrick Schramowski and Andreas M. Bucher and Christian H{\"{u}}gel and Gernot Rohde and Kristian Kersting and Oliver Hinz}, title = {Explanatory Interactive Machine Learning}, journal = {Bus. Inf. Syst. Eng.}, volume = {65}, number = {6}, pages = {677--701}, year = {2023}, url = {https://doi.org/10.1007/s12599-023-00806-x}, doi = {10.1007/S12599-023-00806-X}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bise/PfeufferBSASBHRKH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/frai/BlumlCK23, author = {Jannis Bl{\"{u}}ml and Johannes Czech and Kristian Kersting}, title = {AlphaZe{\({_\ast}\)}{\({_\ast}\)}: AlphaZero-like baselines for imperfect information games are surprisingly strong}, journal = {Frontiers Artif. Intell.}, volume = {6}, year = {2023}, url = {https://doi.org/10.3389/frai.2023.1014561}, doi = {10.3389/FRAI.2023.1014561}, timestamp = {Tue, 19 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/frai/BlumlCK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/frai/YanOPKN23, author = {Siwen Yan and Phillip Odom and Rahul Pasunuri and Kristian Kersting and Sriraam Natarajan}, title = {Learning with privileged and sensitive information: a gradient-boosting approach}, journal = {Frontiers Artif. Intell.}, volume = {6}, year = {2023}, url = {https://doi.org/10.3389/frai.2023.1260583}, doi = {10.3389/FRAI.2023.1260583}, timestamp = {Tue, 19 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/frai/YanOPKN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/SkryaginODK23, author = {Arseny Skryagin and Daniel Ochs and Devendra Singh Dhami and Kristian Kersting}, title = {Scalable Neural-Probabilistic Answer Set Programming}, journal = {J. Artif. Intell. Res.}, volume = {78}, pages = {579--617}, year = {2023}, url = {https://doi.org/10.1613/jair.1.15027}, doi = {10.1613/JAIR.1.15027}, timestamp = {Wed, 29 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jair/SkryaginODK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/StruppekHFBSK23, author = {Lukas Struppek and Dominik Hintersdorf and Felix Friedrich and Manuel Brack and Patrick Schramowski and Kristian Kersting}, title = {Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis}, journal = {J. Artif. Intell. Res.}, volume = {78}, pages = {1017--1068}, year = {2023}, url = {https://doi.org/10.1613/jair.1.15388}, doi = {10.1613/JAIR.1.15388}, timestamp = {Sun, 24 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jair/StruppekHFBSK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShindoPDK23, author = {Hikaru Shindo and Viktor Pfanschilling and Devendra Singh Dhami and Kristian Kersting}, title = {{\(\alpha\)}ILP: thinking visual scenes as differentiable logic programs}, journal = {Mach. Learn.}, volume = {112}, number = {5}, pages = {1465--1497}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06320-1}, doi = {10.1007/S10994-023-06320-1}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ShindoPDK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/natmi/FriedrichSSK23, author = {Felix Friedrich and Wolfgang Stammer and Patrick Schramowski and Kristian Kersting}, title = {A typology for exploring the mitigation of shortcut behaviour}, journal = {Nat. Mac. Intell.}, volume = {5}, number = {3}, pages = {319--330}, year = {2023}, url = {https://doi.org/10.1038/s42256-023-00612-w}, doi = {10.1038/S42256-023-00612-W}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/natmi/FriedrichSSK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/ZecevicDK23, author = {Matej Zecevic and Devendra Singh Dhami and Kristian Kersting}, title = {Not All Causal Inference is the Same}, journal = {Trans. Mach. Learn. Res.}, volume = {2023}, year = {2023}, url = {https://openreview.net/forum?id=ySWQ6eXAKp}, timestamp = {Thu, 01 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/ZecevicDK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/ZecevicWDK23, author = {Matej Zecevic and Moritz Willig and Devendra Singh Dhami and Kristian Kersting}, title = {Causal Parrots: Large Language Models May Talk Causality But Are Not Causal}, journal = {Trans. Mach. Learn. Res.}, volume = {2023}, year = {2023}, url = {https://openreview.net/forum?id=tv46tCzs83}, timestamp = {Thu, 01 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/ZecevicWDK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/NatarajanK23, author = {Sriraam Natarajan and Kristian Kersting}, editor = {Martin Mundt and Keiland W. Cooper and Devendra Singh Dhami and Ad{\`{e}}le H. Ribeiro and James Seale Smith and Alexis Bellot and Tyler L. Hayes}, title = {Never Ending Reasoning and Learning: Opportunities and Challenges}, booktitle = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington, DC, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {208}, pages = {71--74}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v208/natarajan23a.html}, timestamp = {Tue, 14 Nov 2023 09:13:46 +0100}, biburl = {https://dblp.org/rec/conf/aaai/NatarajanK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/HammerlDSLR0K23, author = {Katharina H{\"{a}}mmerl and Bj{\"{o}}rn Deiseroth and Patrick Schramowski and Jindrich Libovick{\'{y}} and Constantin A. Rothkopf and Alexander Fraser and Kristian Kersting}, editor = {Anna Rogers and Jordan L. Boyd{-}Graber and Naoaki Okazaki}, title = {Speaking Multiple Languages Affects the Moral Bias of Language Models}, booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023, Toronto, Canada, July 9-14, 2023}, pages = {2137--2156}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.findings-acl.134}, doi = {10.18653/V1/2023.FINDINGS-ACL.134}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/HammerlDSLR0K23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/comad/RamananOKN23, author = {Nandini Ramanan and Phillip Odom and Kristian Kersting and Sriraam Natarajan}, title = {Active Feature Acquisition via Human Interaction in Relational domains}, booktitle = {Proceedings of the 6th Joint International Conference on Data Science {\&} Management of Data (10th {ACM} {IKDD} {CODS} and 28th COMAD), Mumbai, India, January 4-7, 2023}, pages = {70--78}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3570991.3571001}, doi = {10.1145/3570991.3571001}, timestamp = {Sun, 15 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/comad/RamananOKN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/SchramowskiBDK23, author = {Patrick Schramowski and Manuel Brack and Bj{\"{o}}rn Deiseroth and Kristian Kersting}, title = {Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023}, pages = {22522--22531}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPR52729.2023.02157}, doi = {10.1109/CVPR52729.2023.02157}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/SchramowskiBDK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/FriedrichSSK23, author = {Felix Friedrich and Wolfgang Stammer and Patrick Schramowski and Kristian Kersting}, editor = {Kobi Gal and Ann Now{\'{e}} and Grzegorz J. Nalepa and Roy Fairstein and Roxana Radulescu}, title = {Revision Transformers: Instructing Language Models to Change Their Values}, booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems {(PAIS} 2023)}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {372}, pages = {756--763}, publisher = {{IOS} Press}, year = {2023}, url = {https://doi.org/10.3233/FAIA230341}, doi = {10.3233/FAIA230341}, timestamp = {Wed, 18 Oct 2023 09:31:16 +0200}, biburl = {https://dblp.org/rec/conf/ecai/FriedrichSSK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/StruppekHK23, author = {Lukas Struppek and Dominik Hintersdorf and Kristian Kersting}, title = {Rickrolling the Artist: Injecting Backdoors into Text Encoders for Text-to-Image Synthesis}, booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023, Paris, France, October 1-6, 2023}, pages = {4561--4573}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICCV51070.2023.00423}, doi = {10.1109/ICCV51070.2023.00423}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/StruppekHK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/SudhakaranDK023, author = {Gopika Sudhakaran and Devendra Singh Dhami and Kristian Kersting and Stefan Roth}, title = {Vision Relation Transformer for Unbiased Scene Graph Generation}, booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023, Paris, France, October 1-6, 2023}, pages = {21825--21836}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICCV51070.2023.02000}, doi = {10.1109/ICCV51070.2023.02000}, timestamp = {Tue, 23 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/SudhakaranDK023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/FriedrichSK23, author = {Felix Friedrich and David Steinmann and Kristian Kersting}, editor = {Krystal Maughan and Rosanne Liu and Thomas F. Burns}, title = {One Explanation Does Not Fit {XIL}}, booktitle = {The First Tiny Papers Track at {ICLR} 2023, Tiny Papers @ {ICLR} 2023, Kigali, Rwanda, May 5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/forum?id=o7uGWBK6Uo}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/FriedrichSK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/BrackSDK23, author = {Manuel Brack and Patrick Schramowski and Bj{\"{o}}rn Deiseroth and Kristian Kersting}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {{ILLUME:} Rationalizing Vision-Language Models through Human Interactions}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {3021--3037}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/brack23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/icml/BrackSDK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itsc/KohautFDEK23, author = {Simon Kohaut and Benedict Flade and Devendra Singh Dhami and Julian Eggert and Kristian Kersting}, title = {Mission Design for Unmanned Aerial Vehicles using Hybrid Probabilistic Logic Programs}, booktitle = {25th {IEEE} International Conference on Intelligent Transportation Systems, {ITSC} 2022, Macau, China, October 8-12, 2022}, pages = {1506--1513}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ITSC57777.2023.10422083}, doi = {10.1109/ITSC57777.2023.10422083}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/itsc/KohautFDEK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nesy/ShaSKD23, author = {Jingyuan Sha and Hikaru Shindo and Kristian Kersting and Devendra Singh Dhami}, editor = {Artur S. d'Avila Garcez and Tarek R. Besold and Marco Gori and Ernesto Jim{\'{e}}nez{-}Ruiz}, title = {Neural-Symbolic Predicate Invention: Learning Relational Concepts from Visual Scenes}, booktitle = {Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, La Certosa di Pontignano, Siena, Italy, July 3-5, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3432}, pages = {103--117}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3432/paper8.pdf}, timestamp = {Tue, 11 Jul 2023 17:14:10 +0200}, biburl = {https://dblp.org/rec/conf/nesy/ShaSKD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/00010K23, author = {Zhongjie Yu and Martin Trapp and Kristian Kersting}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Characteristic Circuits}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/6b61c278e483954fee502b49fe71cd14-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/00010K23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BellagenteBTFDE23, author = {Marco Bellagente and Manuel Brack and Hannah Teufel and Felix Friedrich and Bj{\"{o}}rn Deiseroth and Constantin Eichenberg and Andrew Dai and Robert Baldock and Souradeep Nanda and Koen Oostermeijer and Andr{\'{e}}s Felipe Cruz{-}Salinas and Patrick Schramowski and Kristian Kersting and Samuel Weinbach}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ba8d1b46292c5e82cbfb3b3dc3b968af-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BellagenteBTFDE23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BrackFHSSK23, author = {Manuel Brack and Felix Friedrich and Dominik Hintersdorf and Lukas Struppek and Patrick Schramowski and Kristian Kersting}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {{SEGA:} Instructing Text-to-Image Models using Semantic Guidance}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/4ff83037e8d97b2171b2d3e96cb8e677-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BrackFHSSK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DeiserothDWBSK23, author = {Bj{\"{o}}rn Deiseroth and Mayukh Deb and Samuel Weinbach and Manuel Brack and Patrick Schramowski and Kristian Kersting}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {{ATMAN:} Understanding Transformer Predictions Through Memory Efficient Attention Manipulation}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/c83bc020a020cdeb966ed10804619664-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DeiserothDWBSK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DelfosseSDK23, author = {Quentin Delfosse and Hikaru Shindo and Devendra Singh Dhami and Kristian Kersting}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/9f42f06a54ce3b709ad78d34c73e4363-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DelfosseSDK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WilligZDK23, author = {Moritz Willig and Matej Zecevic and Devendra Singh Dhami and Kristian Kersting}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Do Not Marginalize Mechanisms, Rather Consolidate!}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/bf73c283ed3108ee9f84da2e29bcc336-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WilligZDK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/DelfosseSRVK23, author = {Quentin Delfosse and Wolfgang Stammer and Thomas Rothenbacher and Dwarak Vittal and Kristian Kersting}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Boosting Object Representation Learning via Motion and Object Continuity}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {14172}, pages = {610--628}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43421-1\_36}, doi = {10.1007/978-3-031-43421-1\_36}, timestamp = {Wed, 20 Sep 2023 23:28:46 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/DelfosseSRVK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/SidheekhKN23, author = {Sahil Sidheekh and Kristian Kersting and Sriraam Natarajan}, editor = {Robin J. Evans and Ilya Shpitser}, title = {Probabilistic Flow Circuits: Towards Unified Deep Models for Tractable Probabilistic Inference}, booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August 2023, Pittsburgh, PA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {216}, pages = {1964--1973}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v216/sidheekh23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/uai/SidheekhKN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/VentolaB0MK23, author = {Fabrizio Ventola and Steven Braun and Zhongjie Yu and Martin Mundt and Kristian Kersting}, editor = {Robin J. Evans and Ilya Shpitser}, title = {Probabilistic circuits that know what they don't know}, booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August 2023, Pittsburgh, PA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {216}, pages = {2157--2167}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v216/ventola23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uai/VentolaB0MK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wassa/JentzschK23, author = {Sophie F. Jentzsch and Kristian Kersting}, editor = {Jeremy Barnes and Orph{\'{e}}e De Clercq and Roman Klinger}, title = {ChatGPT is fun, but it is not funny! Humor is still challenging Large Language Models}, booktitle = {Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, {\&} Social Media Analysis, WASSA@ACL 2023, Toronto, Canada, July 14, 2023}, pages = {325--340}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.wassa-1.29}, doi = {10.18653/V1/2023.WASSA-1.29}, timestamp = {Thu, 05 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wassa/JentzschK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-08110, author = {Mayukh Deb and Bj{\"{o}}rn Deiseroth and Samuel Weinbach and Patrick Schramowski and Kristian Kersting}, title = {AtMan: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation}, journal = {CoRR}, volume = {abs/2301.08110}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.08110}, doi = {10.48550/ARXIV.2301.08110}, eprinttype = {arXiv}, eprint = {2301.08110}, timestamp = {Thu, 26 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-08110.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-12247, author = {Manuel Brack and Felix Friedrich and Dominik Hintersdorf and Lukas Struppek and Patrick Schramowski and Kristian Kersting}, title = {{SEGA:} Instructing Diffusion using Semantic Dimensions}, journal = {CoRR}, volume = {abs/2301.12247}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.12247}, doi = {10.48550/ARXIV.2301.12247}, eprinttype = {arXiv}, eprint = {2301.12247}, timestamp = {Tue, 31 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-12247.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-06544, author = {Fabrizio Ventola and Steven Braun and Zhongjie Yu and Martin Mundt and Kristian Kersting}, title = {Probabilistic Circuits That Know What They Don't Know}, journal = {CoRR}, volume = {abs/2302.06544}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.06544}, doi = {10.48550/ARXIV.2302.06544}, eprinttype = {arXiv}, eprint = {2302.06544}, timestamp = {Mon, 20 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-06544.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-10893, author = {Felix Friedrich and Patrick Schramowski and Manuel Brack and Lukas Struppek and Dominik Hintersdorf and Sasha Luccioni and Kristian Kersting}, title = {Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness}, journal = {CoRR}, volume = {abs/2302.10893}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.10893}, doi = {10.48550/ARXIV.2302.10893}, eprinttype = {arXiv}, eprint = {2302.10893}, timestamp = {Fri, 24 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-10893.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-09289, author = {Lukas Struppek and Dominik Hintersdorf and Felix Friedrich and Manuel Brack and Patrick Schramowski and Kristian Kersting}, title = {Image Classifiers Leak Sensitive Attributes About Their Classes}, journal = {CoRR}, volume = {abs/2303.09289}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.09289}, doi = {10.48550/ARXIV.2303.09289}, eprinttype = {arXiv}, eprint = {2303.09289}, timestamp = {Mon, 20 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-09289.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-07136, author = {Felix Friedrich and David Steinmann and Kristian Kersting}, title = {One Explanation Does Not Fit {XIL}}, journal = {CoRR}, volume = {abs/2304.07136}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.07136}, doi = {10.48550/ARXIV.2304.07136}, eprinttype = {arXiv}, eprint = {2304.07136}, timestamp = {Wed, 19 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-07136.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-14918, author = {Johannes Czech and Jannis Bl{\"{u}}ml and Kristian Kersting}, title = {Representation Matters: The Game of Chess Poses a Challenge to Vision Transformers}, journal = {CoRR}, volume = {abs/2304.14918}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.14918}, doi = {10.48550/ARXIV.2304.14918}, eprinttype = {arXiv}, eprint = {2304.14918}, timestamp = {Thu, 04 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-14918.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-13206, author = {Jannis Weil and Johannes Czech and Tobias Meuser and Kristian Kersting}, title = {Know your Enemy: Investigating Monte-Carlo Tree Search with Opponent Models in Pommerman}, journal = {CoRR}, volume = {abs/2305.13206}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.13206}, doi = {10.48550/ARXIV.2305.13206}, eprinttype = {arXiv}, eprint = {2305.13206}, timestamp = {Fri, 26 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-13206.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-15296, author = {Marco Bellagente and Manuel Brack and Hannah Teufel and Felix Friedrich and Bj{\"{o}}rn Deiseroth and Constantin Eichenberg and Andrew Dai and Robert Baldock and Souradeep Nanda and Koen Oostermeijer and Andr{\'{e}}s Felipe Cruz{-}Salinas and Patrick Schramowski and Kristian Kersting and Samuel Weinbach}, title = {MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation}, journal = {CoRR}, volume = {abs/2305.15296}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.15296}, doi = {10.48550/ARXIV.2305.15296}, eprinttype = {arXiv}, eprint = {2305.15296}, timestamp = {Tue, 06 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-15296.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-18398, author = {Manuel Brack and Felix Friedrich and Patrick Schramowski and Kristian Kersting}, title = {Mitigating Inappropriateness in Image Generation: Can there be Value in Reflecting the World's Ugliness?}, journal = {CoRR}, volume = {abs/2305.18398}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.18398}, doi = {10.48550/ARXIV.2305.18398}, eprinttype = {arXiv}, eprint = {2305.18398}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-18398.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-01439, author = {Quentin Delfosse and Hikaru Shindo and Devendra Singh Dhami and Kristian Kersting}, title = {Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction}, journal = {CoRR}, volume = {abs/2306.01439}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.01439}, doi = {10.48550/ARXIV.2306.01439}, eprinttype = {arXiv}, eprint = {2306.01439}, timestamp = {Mon, 12 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-01439.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-02090, author = {Steven Braun and Martin Mundt and Kristian Kersting}, title = {Deep Classifier Mimicry without Data Access}, journal = {CoRR}, volume = {abs/2306.02090}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.02090}, doi = {10.48550/ARXIV.2306.02090}, eprinttype = {arXiv}, eprint = {2306.02090}, timestamp = {Mon, 12 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-02090.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-03542, author = {Subarnaduti Paul and Lars{-}Joel Frey and Roshni Kamath and Kristian Kersting and Martin Mundt}, title = {Masked Autoencoders are Efficient Continual Federated Learners}, journal = {CoRR}, volume = {abs/2306.03542}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.03542}, doi = {10.48550/ARXIV.2306.03542}, eprinttype = {arXiv}, eprint = {2306.03542}, timestamp = {Tue, 13 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-03542.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-04563, author = {Sophie F. Jentzsch and Kristian Kersting}, title = {ChatGPT is fun, but it is not funny! Humor is still challenging Large Language Models}, journal = {CoRR}, volume = {abs/2306.04563}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.04563}, doi = {10.48550/ARXIV.2306.04563}, eprinttype = {arXiv}, eprint = {2306.04563}, timestamp = {Tue, 13 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-04563.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-07743, author = {Lukas Helff and Wolfgang Stammer and Hikaru Shindo and Devendra Singh Dhami and Kristian Kersting}, title = {V-LoL: {A} Diagnostic Dataset for Visual Logical Learning}, journal = {CoRR}, volume = {abs/2306.07743}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.07743}, doi = {10.48550/ARXIV.2306.07743}, eprinttype = {arXiv}, eprint = {2306.07743}, timestamp = {Sat, 17 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-07743.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-08397, author = {Arseny Skryagin and Daniel Ochs and Devendra Singh Dhami and Kristian Kersting}, title = {Scalable Neural-Probabilistic Answer Set Programming}, journal = {CoRR}, volume = {abs/2306.08397}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.08397}, doi = {10.48550/ARXIV.2306.08397}, eprinttype = {arXiv}, eprint = {2306.08397}, timestamp = {Sun, 18 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-08397.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-08649, author = {Quentin Delfosse and Jannis Bl{\"{u}}ml and Bjarne Gregori and Sebastian Sztwiertnia and Kristian Kersting}, title = {OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments}, journal = {CoRR}, volume = {abs/2306.08649}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.08649}, doi = {10.48550/ARXIV.2306.08649}, eprinttype = {arXiv}, eprint = {2306.08649}, timestamp = {Sun, 18 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-08649.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-00928, author = {Hikaru Shindo and Viktor Pfanschilling and Devendra Singh Dhami and Kristian Kersting}, title = {Learning Differentiable Logic Programs for Abstract Visual Reasoning}, journal = {CoRR}, volume = {abs/2307.00928}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.00928}, doi = {10.48550/ARXIV.2307.00928}, eprinttype = {arXiv}, eprint = {2307.00928}, timestamp = {Mon, 10 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-00928.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-04526, author = {Rupert Mitchell and Martin Mundt and Kristian Kersting}, title = {Self Expanding Neural Networks}, journal = {CoRR}, volume = {abs/2307.04526}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.04526}, doi = {10.48550/ARXIV.2307.04526}, eprinttype = {arXiv}, eprint = {2307.04526}, timestamp = {Mon, 24 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-04526.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-09472, author = {Gopika Sudhakaran and Devendra Singh Dhami and Kristian Kersting and Stefan Roth}, title = {Vision Relation Transformer for Unbiased Scene Graph Generation}, journal = {CoRR}, volume = {abs/2308.09472}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.09472}, doi = {10.48550/ARXIV.2308.09472}, eprinttype = {arXiv}, eprint = {2308.09472}, timestamp = {Fri, 25 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-09472.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-09490, author = {Dominik Hintersdorf and Lukas Struppek and Kristian Kersting}, title = {Balancing Transparency and Risk: The Security and Privacy Risks of Open-Source Machine Learning Models}, journal = {CoRR}, volume = {abs/2308.09490}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.09490}, doi = {10.48550/ARXIV.2308.09490}, eprinttype = {arXiv}, eprint = {2308.09490}, timestamp = {Fri, 25 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-09490.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-13067, author = {Matej Zecevic and Moritz Willig and Devendra Singh Dhami and Kristian Kersting}, title = {Causal Parrots: Large Language Models May Talk Causality But Are Not Causal}, journal = {CoRR}, volume = {abs/2308.13067}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.13067}, doi = {10.48550/ARXIV.2308.13067}, eprinttype = {arXiv}, eprint = {2308.13067}, timestamp = {Fri, 01 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-13067.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-13453, author = {David Steinmann and Wolfgang Stammer and Felix Friedrich and Kristian Kersting}, title = {Learning to Intervene on Concept Bottlenecks}, journal = {CoRR}, volume = {abs/2308.13453}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.13453}, doi = {10.48550/ARXIV.2308.13453}, eprinttype = {arXiv}, eprint = {2308.13453}, timestamp = {Fri, 01 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-13453.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-08395, author = {Wolfgang Stammer and Felix Friedrich and David Steinmann and Hikaru Shindo and Kristian Kersting}, title = {Learning by Self-Explaining}, journal = {CoRR}, volume = {abs/2309.08395}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.08395}, doi = {10.48550/ARXIV.2309.08395}, eprinttype = {arXiv}, eprint = {2309.08395}, timestamp = {Fri, 22 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-08395.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-11575, author = {Manuel Brack and Patrick Schramowski and Kristian Kersting}, title = {Distilling Adversarial Prompts from Safety Benchmarks: Report for the Adversarial Nibbler Challenge}, journal = {CoRR}, volume = {abs/2309.11575}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.11575}, doi = {10.48550/ARXIV.2309.11575}, eprinttype = {arXiv}, eprint = {2309.11575}, timestamp = {Mon, 25 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-11575.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-06372, author = {Lukas Struppek and Martin B. Hentschel and Clifton Poth and Dominik Hintersdorf and Kristian Kersting}, title = {Leveraging Diffusion-Based Image Variations for Robust Training on Poisoned Data}, journal = {CoRR}, volume = {abs/2310.06372}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.06372}, doi = {10.48550/ARXIV.2310.06372}, eprinttype = {arXiv}, eprint = {2310.06372}, timestamp = {Tue, 24 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-06372.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-06549, author = {Lukas Struppek and Dominik Hintersdorf and Kristian Kersting}, title = {Be Careful What You Smooth For: Label Smoothing Can Be a Privacy Shield but Also a Catalyst for Model Inversion Attacks}, journal = {CoRR}, volume = {abs/2310.06549}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.06549}, doi = {10.48550/ARXIV.2310.06549}, eprinttype = {arXiv}, eprint = {2310.06549}, timestamp = {Tue, 24 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-06549.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-08320, author = {Dominik Hintersdorf and Lukas Struppek and Daniel Neider and Kristian Kersting}, title = {Defending Our Privacy With Backdoors}, journal = {CoRR}, volume = {abs/2310.08320}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.08320}, doi = {10.48550/ARXIV.2310.08320}, eprinttype = {arXiv}, eprint = {2310.08320}, timestamp = {Tue, 24 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-08320.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-08377, author = {Moritz Willig and Matej Zecevic and Devendra Singh Dhami and Kristian Kersting}, title = {Do Not Marginalize Mechanisms, Rather Consolidate!}, journal = {CoRR}, volume = {abs/2310.08377}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.08377}, doi = {10.48550/ARXIV.2310.08377}, eprinttype = {arXiv}, eprint = {2310.08377}, timestamp = {Tue, 24 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-08377.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-13581, author = {Benjamin Hilprecht and Kristian Kersting and Carsten Binnig}, title = {{SPARE:} {A} Single-Pass Neural Model for Relational Databases}, journal = {CoRR}, volume = {abs/2310.13581}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.13581}, doi = {10.48550/ARXIV.2310.13581}, eprinttype = {arXiv}, eprint = {2310.13581}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-13581.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-01544, author = {Bj{\"{o}}rn Deiseroth and Max Meuer and Nikolas Gritsch and Constantin Eichenberg and Patrick Schramowski and Matthias A{\ss}enmacher and Kristian Kersting}, title = {Divergent Token Metrics: Measuring degradation to prune away {LLM} components - and optimize quantization}, journal = {CoRR}, volume = {abs/2311.01544}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.01544}, doi = {10.48550/ARXIV.2311.01544}, eprinttype = {arXiv}, eprint = {2311.01544}, timestamp = {Tue, 07 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-01544.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-13414, author = {Yannik Keller and Jannis Bl{\"{u}}ml and Gopika Sudhakaran and Kristian Kersting}, title = {From Images to Connections: Can {DQN} with GNNs learn the Strategic Game of Hex?}, journal = {CoRR}, volume = {abs/2311.13414}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.13414}, doi = {10.48550/ARXIV.2311.13414}, eprinttype = {arXiv}, eprint = {2311.13414}, timestamp = {Thu, 30 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-13414.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-16711, author = {Manuel Brack and Felix Friedrich and Katharina Kornmeier and Linoy Tsaban and Patrick Schramowski and Kristian Kersting and Apolin{\'{a}}rio Passos}, title = {{LEDITS++:} Limitless Image Editing using Text-to-Image Models}, journal = {CoRR}, volume = {abs/2311.16711}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.16711}, doi = {10.48550/ARXIV.2311.16711}, eprinttype = {arXiv}, eprint = {2311.16711}, timestamp = {Mon, 04 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-16711.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-07790, author = {Zhongjie Yu and Martin Trapp and Kristian Kersting}, title = {Characteristic Circuits}, journal = {CoRR}, volume = {abs/2312.07790}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.07790}, doi = {10.48550/ARXIV.2312.07790}, eprinttype = {arXiv}, eprint = {2312.07790}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-07790.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/frai/KordjamshidiRK22, author = {Parisa Kordjamshidi and Dan Roth and Kristian Kersting}, title = {Declarative Learning-Based Programming as an Interface to {AI} Systems}, journal = {Frontiers Artif. Intell.}, volume = {5}, pages = {755361}, year = {2022}, url = {https://doi.org/10.3389/frai.2022.755361}, doi = {10.3389/FRAI.2022.755361}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/frai/KordjamshidiRK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/ShaoMVSPLK22, author = {Xiaoting Shao and Alejandro Molina and Antonio Vergari and Karl Stelzner and Robert Peharz and Thomas Liebig and Kristian Kersting}, title = {Conditional sum-product networks: Modular probabilistic circuits via gate functions}, journal = {Int. J. Approx. Reason.}, volume = {140}, pages = {298--313}, year = {2022}, url = {https://doi.org/10.1016/j.ijar.2021.10.011}, doi = {10.1016/J.IJAR.2021.10.011}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijar/ShaoMVSPLK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/PetkovicCPSKD22, author = {Matej Petkovic and Michelangelo Ceci and Gianvito Pio and Blaz Skrlj and Kristian Kersting and Saso Dzeroski}, title = {Relational tree ensembles and feature rankings}, journal = {Knowl. Based Syst.}, volume = {251}, pages = {109254}, year = {2022}, url = {https://doi.org/10.1016/j.knosys.2022.109254}, doi = {10.1016/J.KNOSYS.2022.109254}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kbs/PetkovicCPSKD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/natmi/SchramowskiTARK22, author = {Patrick Schramowski and Cigdem Turan and Nico Andersen and Constantin A. Rothkopf and Kristian Kersting}, title = {Large pre-trained language models contain human-like biases of what is right and wrong to do}, journal = {Nat. Mach. Intell.}, volume = {4}, number = {3}, pages = {258--268}, year = {2022}, url = {https://doi.org/10.1038/s42256-022-00458-8}, doi = {10.1038/S42256-022-00458-8}, timestamp = {Sat, 10 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/natmi/SchramowskiTARK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/popets/WainakhVMKCZGKM22, author = {Aidmar Wainakh and Fabrizio Ventola and Till M{\"{u}}{\ss}ig and Jens Keim and Carlos Garcia Cordero and Ephraim Zimmer and Tim Grube and Kristian Kersting and Max M{\"{u}}hlh{\"{a}}user}, title = {User-Level Label Leakage from Gradients in Federated Learning}, journal = {Proc. Priv. Enhancing Technol.}, volume = {2022}, number = {2}, pages = {227--244}, year = {2022}, url = {https://doi.org/10.2478/popets-2022-0043}, doi = {10.2478/POPETS-2022-0043}, timestamp = {Sun, 12 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/popets/WainakhVMKCZGKM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aime/FangDK22, author = {Mei Ling Fang and Devendra Singh Dhami and Kristian Kersting}, editor = {Martin Michalowski and Syed Sibte Raza Abidi and Samina Abidi}, title = {{DP-CTGAN:} Differentially Private Medical Data Generation Using CTGANs}, booktitle = {Artificial Intelligence in Medicine - 20th International Conference on Artificial Intelligence in Medicine, {AIME} 2022, Halifax, NS, Canada, June 14-17, 2022, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13263}, pages = {178--188}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-09342-5\_17}, doi = {10.1007/978-3-031-09342-5\_17}, timestamp = {Thu, 14 Jul 2022 15:54:02 +0200}, biburl = {https://dblp.org/rec/conf/aime/FangDK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/StammerMSK22, author = {Wolfgang Stammer and Marius Memmel and Patrick Schramowski and Kristian Kersting}, title = {Interactive Disentanglement: Learning Concepts by Interacting with their Prototype Representations}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022}, pages = {10307--10318}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPR52688.2022.01007}, doi = {10.1109/CVPR52688.2022.01007}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/StammerMSK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dddas/RamananOBKN22, author = {Nandini Ramanan and Phillip Odom and Erik Blasch and Kristian Kersting and Sriraam Natarajan}, editor = {Erik Blasch and Frederica Darema and Alex Aved}, title = {Relational Active Feature Elicitation for {DDDAS}}, booktitle = {Dynamic Data Driven Applications Systems - 4th International Conference, {DDDAS} 2022, Cambridge, MA, USA, October 6-10, 2022, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13984}, pages = {227--232}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-52670-1\_22}, doi = {10.1007/978-3-031-52670-1\_22}, timestamp = {Mon, 04 Mar 2024 23:17:41 +0100}, biburl = {https://dblp.org/rec/conf/dddas/RamananOBKN22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/StruppekHNK22, author = {Lukas Struppek and Dominik Hintersdorf and Daniel Neider and Kristian Kersting}, title = {Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash}, booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022}, pages = {58--69}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3531146.3533073}, doi = {10.1145/3531146.3533073}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/StruppekHNK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fat/SchramowskiTK22, author = {Patrick Schramowski and Christopher Tauchmann and Kristian Kersting}, title = {Can Machines Help Us Answering Question 16 in Datasheets, and In Turn Reflecting on Inappropriate Content?}, booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022}, pages = {1350--1361}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3531146.3533192}, doi = {10.1145/3531146.3533192}, timestamp = {Wed, 22 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fat/SchramowskiTK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hhai/FriedrichSTK22, author = {Felix Friedrich and Patrick Schramowski and Christopher Tauchmann and Kristian Kersting}, editor = {Stefan Schlobach and Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and Myrthe Tielman}, title = {Interactively Providing Explanations for Transformer Language Models}, booktitle = {{HHAI} 2022: Augmenting Human Intellect - Proceedings of the First International Conference on Hybrid Human-Artificial Intelligence, Amsterdam, The Netherlands, 13-17 June 2022}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {354}, pages = {285--287}, publisher = {{IOS} Press}, year = {2022}, url = {https://doi.org/10.3233/FAIA220218}, doi = {10.3233/FAIA220218}, timestamp = {Tue, 11 Oct 2022 13:58:16 +0200}, biburl = {https://dblp.org/rec/conf/hhai/FriedrichSTK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/MundtLDK22, author = {Martin Mundt and Steven Lang and Quentin Delfosse and Kristian Kersting}, title = {CLEVA-Compass: {A} Continual Learning Evaluation Assessment Compass to Promote Research Transparency and Comparability}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=rHMaBYbkkRJ}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/MundtLDK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/StruppekHCAK22, author = {Lukas Struppek and Dominik Hintersdorf and Antonio De Almeida Correia and Antonia Adler and Kristian Kersting}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Plug {\&} Play Attacks: Towards Robust and Flexible Model Inversion Attacks}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {20522--20545}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/struppek22a.html}, timestamp = {Tue, 12 Jul 2022 17:36:52 +0200}, biburl = {https://dblp.org/rec/conf/icml/StruppekHCAK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ifip12/AmeliPAMK22, author = {Mina Ameli and Viktor Pfanschilling and Anar Amirli and Wolfgang Maa{\ss} and Kristian Kersting}, editor = {Ilias Maglogiannis and Lazaros Iliadis and John MacIntyre and Paulo Cortez}, title = {Unsupervised Multi-sensor Anomaly Localization with Explainable {AI}}, booktitle = {Artificial Intelligence Applications and Innovations - 18th {IFIP} {WG} 12.5 International Conference, {AIAI} 2022, Hersonissos, Crete, Greece, June 17-20, 2022, Proceedings, Part {I}}, series = {{IFIP} Advances in Information and Communication Technology}, volume = {646}, pages = {507--519}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-08333-4\_41}, doi = {10.1007/978-3-031-08333-4\_41}, timestamp = {Wed, 05 Oct 2022 21:11:03 +0200}, biburl = {https://dblp.org/rec/conf/ifip12/AmeliPAMK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/HintersdorfSK22, author = {Dominik Hintersdorf and Lukas Struppek and Kristian Kersting}, editor = {Luc De Raedt}, title = {To Trust or Not To Trust Prediction Scores for Membership Inference Attacks}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, pages = {3043--3049}, publisher = {ijcai.org}, year = {2022}, url = {https://doi.org/10.24963/ijcai.2022/422}, doi = {10.24963/IJCAI.2022/422}, timestamp = {Wed, 27 Jul 2022 16:43:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/HintersdorfSK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/XieKN22, author = {Xuan Xie and Kristian Kersting and Daniel Neider}, editor = {Luc De Raedt}, title = {Neuro-Symbolic Verification of Deep Neural Networks}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, pages = {3622--3628}, publisher = {ijcai.org}, year = {2022}, url = {https://doi.org/10.24963/ijcai.2022/503}, doi = {10.24963/IJCAI.2022/503}, timestamp = {Wed, 27 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/XieKN22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kr/PfanschillingSD22, author = {Viktor Pfanschilling and Hikaru Shindo and Devendra Singh Dhami and Kristian Kersting}, editor = {Gabriele Kern{-}Isberner and Gerhard Lakemeyer and Thomas Meyer}, title = {Sum-Product Loop Programming: From Probabilistic Circuits to Loop Programming}, booktitle = {Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning, {KR} 2022, Haifa, Israel, July 31 - August 5, 2022}, year = {2022}, url = {https://proceedings.kr.org/2022/47/}, timestamp = {Tue, 05 Sep 2023 14:47:29 +0200}, biburl = {https://dblp.org/rec/conf/kr/PfanschillingSD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kr/SkryaginSODK22, author = {Arseny Skryagin and Wolfgang Stammer and Daniel Ochs and Devendra Singh Dhami and Kristian Kersting}, editor = {Gabriele Kern{-}Isberner and Gerhard Lakemeyer and Thomas Meyer}, title = {Neural-Probabilistic Answer Set Programming}, booktitle = {Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning, {KR} 2022, Haifa, Israel, July 31 - August 5, 2022}, year = {2022}, url = {https://proceedings.kr.org/2022/48/}, timestamp = {Wed, 27 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kr/SkryaginSODK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/MoosaviDKG22, author = {Nafise Sadat Moosavi and Quentin Delfosse and Kristian Kersting and Iryna Gurevych}, editor = {Marine Carpuat and Marie{-}Catherine de Marneffe and Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z}, title = {Adaptable Adapters}, booktitle = {Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, {NAACL} 2022, Seattle, WA, United States, July 10-15, 2022}, pages = {3742--3753}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.naacl-main.274}, doi = {10.18653/V1/2022.NAACL-MAIN.274}, timestamp = {Mon, 01 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/MoosaviDKG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/KaranamMRHKN22, author = {Athresh Karanam and Saurabh Mathur and Predrag Radivojac and David M. Haas and Kristian Kersting and Sriraam Natarajan}, editor = {Antonio Salmer{\'{o}}n and Rafael Rum{\'{\i}}}, title = {Explaining Deep Tractable Probabilistic Models: The sum-product network case}, booktitle = {International Conference on Probabilistic Graphical Models, {PGM} 2022, 5-7 October 2022, Almer{\'{\i}}a, Spain}, series = {Proceedings of Machine Learning Research}, volume = {186}, pages = {325--336}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v186/karanam22a.html}, timestamp = {Wed, 09 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/KaranamMRHKN22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/0001VTDMK22, author = {Zhongjie Yu and Fabrizio Ventola and Nils Thoma and Devendra Singh Dhami and Martin Mundt and Kristian Kersting}, editor = {James Cussens and Kun Zhang}, title = {Predictive Whittle networks for time series}, booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, {UAI} 2022, 1-5 August 2022, Eindhoven, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {180}, pages = {2320--2330}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v180/yu22b.html}, timestamp = {Sat, 15 Oct 2022 12:08:13 +0200}, biburl = {https://dblp.org/rec/conf/uai/0001VTDMK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-12179, author = {Lukas Struppek and Dominik Hintersdorf and Antonio De Almeida Correia and Antonia Adler and Kristian Kersting}, title = {Plug {\&} Play Attacks: Towards Robust and Flexible Model Inversion Attacks}, journal = {CoRR}, volume = {abs/2201.12179}, year = {2022}, url = {https://arxiv.org/abs/2201.12179}, eprinttype = {arXiv}, eprint = {2201.12179}, timestamp = {Wed, 02 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-12179.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-00391, author = {Xiaoting Shao and Karl Stelzner and Kristian Kersting}, title = {Right for the Right Latent Factors: Debiasing Generative Models via Disentanglement}, journal = {CoRR}, volume = {abs/2202.00391}, year = {2022}, url = {https://arxiv.org/abs/2202.00391}, eprinttype = {arXiv}, eprint = {2202.00391}, timestamp = {Wed, 09 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-00391.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-06675, author = {Patrick Schramowski and Christopher Tauchmann and Kristian Kersting}, title = {Can Machines Help Us Answering Question 16 in Datasheets, and In Turn Reflecting on Inappropriate Content?}, journal = {CoRR}, volume = {abs/2202.06675}, year = {2022}, url = {https://arxiv.org/abs/2202.06675}, eprinttype = {arXiv}, eprint = {2202.06675}, timestamp = {Fri, 18 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-06675.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-00938, author = {Xuan Xie and Kristian Kersting and Daniel Neider}, title = {Neuro-Symbolic Verification of Deep Neural Networks}, journal = {CoRR}, volume = {abs/2203.00938}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.00938}, doi = {10.48550/ARXIV.2203.00938}, eprinttype = {arXiv}, eprint = {2203.00938}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-00938.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-03668, author = {Felix Friedrich and Wolfgang Stammer and Patrick Schramowski and Kristian Kersting}, title = {A Typology to Explore and Guide Explanatory Interactive Machine Learning}, journal = {CoRR}, volume = {abs/2203.03668}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.03668}, doi = {10.48550/ARXIV.2203.03668}, eprinttype = {arXiv}, eprint = {2203.03668}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-03668.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-09904, author = {Katharina H{\"{a}}mmerl and Bj{\"{o}}rn Deiseroth and Patrick Schramowski and Jindrich Libovick{\'{y}} and Alexander Fraser and Kristian Kersting}, title = {Do Multilingual Language Models Capture Differing Moral Norms?}, journal = {CoRR}, volume = {abs/2203.09904}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.09904}, doi = {10.48550/ARXIV.2203.09904}, eprinttype = {arXiv}, eprint = {2203.09904}, timestamp = {Mon, 28 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-09904.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-15274, author = {Matej Zecevic and Florian Peter Busch and Devendra Singh Dhami and Kristian Kersting}, title = {Finding Structure and Causality in Linear Programs}, journal = {CoRR}, volume = {abs/2203.15274}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.15274}, doi = {10.48550/ARXIV.2203.15274}, eprinttype = {arXiv}, eprint = {2203.15274}, timestamp = {Mon, 04 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-15274.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-01549, author = {Nafise Sadat Moosavi and Quentin Delfosse and Kristian Kersting and Iryna Gurevych}, title = {Adaptable Adapters}, journal = {CoRR}, volume = {abs/2205.01549}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.01549}, doi = {10.48550/ARXIV.2205.01549}, eprinttype = {arXiv}, eprint = {2205.01549}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-01549.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-07774, author = {Xiaoting Shao and Kristian Kersting}, title = {Gradient-based Counterfactual Explanations using Tractable Probabilistic Models}, journal = {CoRR}, volume = {abs/2205.07774}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.07774}, doi = {10.48550/ARXIV.2205.07774}, eprinttype = {arXiv}, eprint = {2205.07774}, timestamp = {Wed, 18 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-07774.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-07194, author = {David Steinmann and Matej Zecevic and Devendra Singh Dhami and Kristian Kersting}, title = {Machines Explaining Linear Programs}, journal = {CoRR}, volume = {abs/2206.07194}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.07194}, doi = {10.48550/ARXIV.2206.07194}, eprinttype = {arXiv}, eprint = {2206.07194}, timestamp = {Tue, 21 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-07194.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-07195, author = {Jonas Seng and Matej Zecevic and Devendra Singh Dhami and Kristian Kersting}, title = {Tearing Apart {NOTEARS:} Controlling the Graph Prediction via Variance Manipulation}, journal = {CoRR}, volume = {abs/2206.07195}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.07195}, doi = {10.48550/ARXIV.2206.07195}, eprinttype = {arXiv}, eprint = {2206.07195}, timestamp = {Tue, 21 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-07195.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-07196, author = {Salahedine Youssef and Matej Zecevic and Devendra Singh Dhami and Kristian Kersting}, title = {Towards a Solution to Bongard Problems: {A} Causal Approach}, journal = {CoRR}, volume = {abs/2206.07196}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.07196}, doi = {10.48550/ARXIV.2206.07196}, eprinttype = {arXiv}, eprint = {2206.07196}, timestamp = {Tue, 21 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-07196.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-07203, author = {Florian Peter Busch and Matej Zecevic and Kristian Kersting and Devendra Singh Dhami}, title = {Attributions Beyond Neural Networks: The Linear Program Case}, journal = {CoRR}, volume = {abs/2206.07203}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.07203}, doi = {10.48550/ARXIV.2206.07203}, eprinttype = {arXiv}, eprint = {2206.07203}, timestamp = {Tue, 21 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-07203.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-10591, author = {Moritz Willig and Matej Zecevic and Devendra Singh Dhami and Kristian Kersting}, title = {Can Foundation Models Talk Causality?}, journal = {CoRR}, volume = {abs/2206.10591}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.10591}, doi = {10.48550/ARXIV.2206.10591}, eprinttype = {arXiv}, eprint = {2206.10591}, timestamp = {Mon, 27 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-10591.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-12342, author = {Jonas Seng and Pooja Prasad and Devendra Singh Dhami and Kristian Kersting}, title = {{HANF:} Hyperparameter And Neural Architecture Search in Federated Learning}, journal = {CoRR}, volume = {abs/2206.12342}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.12342}, doi = {10.48550/ARXIV.2206.12342}, eprinttype = {arXiv}, eprint = {2206.12342}, timestamp = {Mon, 27 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-12342.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-08241, author = {Manuel Brack and Patrick Schramowski and Bj{\"{o}}rn Deiseroth and Kristian Kersting}, title = {{ILLUME:} Rationalizing Vision-Language Models by Interacting with their Jabber}, journal = {CoRR}, volume = {abs/2208.08241}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.08241}, doi = {10.48550/ARXIV.2208.08241}, eprinttype = {arXiv}, eprint = {2208.08241}, timestamp = {Mon, 22 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-08241.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-11367, author = {Frieder Uhlig and Lukas Struppek and Dominik Hintersdorf and Kristian Kersting}, title = {Transformer-Boosted Anomaly Detection with Fuzzy Hashes}, journal = {CoRR}, volume = {abs/2208.11367}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.11367}, doi = {10.48550/ARXIV.2208.11367}, eprinttype = {arXiv}, eprint = {2208.11367}, timestamp = {Tue, 30 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-11367.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-13518, author = {Bj{\"{o}}rn Deiseroth and Patrick Schramowski and Hikaru Shindo and Devendra Singh Dhami and Kristian Kersting}, title = {LogicRank: Logic Induced Reranking for Generative Text-to-Image Systems}, journal = {CoRR}, volume = {abs/2208.13518}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.13518}, doi = {10.48550/ARXIV.2208.13518}, eprinttype = {arXiv}, eprint = {2208.13518}, timestamp = {Thu, 01 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-13518.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-07341, author = {Dominik Hintersdorf and Lukas Struppek and Kristian Kersting}, title = {CLIPping Privacy: Identity Inference Attacks on Multi-Modal Machine Learning Models}, journal = {CoRR}, volume = {abs/2209.07341}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.07341}, doi = {10.48550/ARXIV.2209.07341}, eprinttype = {arXiv}, eprint = {2209.07341}, timestamp = {Tue, 27 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-07341.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-08891, author = {Lukas Struppek and Dominik Hintersdorf and Kristian Kersting}, title = {The Biased Artist: Exploiting Cultural Biases via Homoglyphs in Text-Guided Image Generation Models}, journal = {CoRR}, volume = {abs/2209.08891}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.08891}, doi = {10.48550/ARXIV.2209.08891}, eprinttype = {arXiv}, eprint = {2209.08891}, timestamp = {Wed, 28 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-08891.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-10332, author = {Felix Friedrich and Wolfgang Stammer and Patrick Schramowski and Kristian Kersting}, title = {Revision Transformers: Getting RiT of No-Nos}, journal = {CoRR}, volume = {abs/2210.10332}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.10332}, doi = {10.48550/ARXIV.2210.10332}, eprinttype = {arXiv}, eprint = {2210.10332}, timestamp = {Mon, 24 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-10332.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-02408, author = {Lukas Struppek and Dominik Hintersdorf and Kristian Kersting}, title = {Rickrolling the Artist: Injecting Invisible Backdoors into Text-Guided Image Generation Models}, journal = {CoRR}, volume = {abs/2211.02408}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.02408}, doi = {10.48550/ARXIV.2211.02408}, eprinttype = {arXiv}, eprint = {2211.02408}, timestamp = {Wed, 09 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-02408.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-05105, author = {Patrick Schramowski and Manuel Brack and Bj{\"{o}}rn Deiseroth and Kristian Kersting}, title = {Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models}, journal = {CoRR}, volume = {abs/2211.05105}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.05105}, doi = {10.48550/ARXIV.2211.05105}, eprinttype = {arXiv}, eprint = {2211.05105}, timestamp = {Tue, 15 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-05105.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-07733, author = {Katharina H{\"{a}}mmerl and Bj{\"{o}}rn Deiseroth and Patrick Schramowski and Jindrich Libovick{\'{y}} and Constantin A. Rothkopf and Alexander Fraser and Kristian Kersting}, title = {Speaking Multiple Languages Affects the Moral Bias of Language Models}, journal = {CoRR}, volume = {abs/2211.07733}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.07733}, doi = {10.48550/ARXIV.2211.07733}, eprinttype = {arXiv}, eprint = {2211.07733}, timestamp = {Wed, 23 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-07733.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-09771, author = {Quentin Delfosse and Wolfgang Stammer and Thomas Rothenbacher and Dwarak Vittal and Kristian Kersting}, title = {Boosting Object Representation Learning via Motion and Object Continuity}, journal = {CoRR}, volume = {abs/2211.09771}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.09771}, doi = {10.48550/ARXIV.2211.09771}, eprinttype = {arXiv}, eprint = {2211.09771}, timestamp = {Thu, 24 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-09771.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-11650, author = {Zihan Ye and Hikaru Shindo and Devendra Singh Dhami and Kristian Kersting}, title = {Differentiable Meta logical Programming}, journal = {CoRR}, volume = {abs/2211.11650}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.11650}, doi = {10.48550/ARXIV.2211.11650}, eprinttype = {arXiv}, eprint = {2211.11650}, timestamp = {Thu, 24 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-11650.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-06013, author = {Manuel Brack and Patrick Schramowski and Felix Friedrich and Dominik Hintersdorf and Kristian Kersting}, title = {The Stable Artist: Steering Semantics in Diffusion Latent Space}, journal = {CoRR}, volume = {abs/2212.06013}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.06013}, doi = {10.48550/ARXIV.2212.06013}, eprinttype = {arXiv}, eprint = {2212.06013}, timestamp = {Mon, 02 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-06013.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-12570, author = {Matej Zecevic and Moritz Willig and Devendra Singh Dhami and Kristian Kersting}, title = {Pearl Causal Hierarchy on Image Data: Intricacies {\&} Challenges}, journal = {CoRR}, volume = {abs/2212.12570}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.12570}, doi = {10.48550/ARXIV.2212.12570}, eprinttype = {arXiv}, eprint = {2212.12570}, timestamp = {Wed, 04 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-12570.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dagstuhl-reports/JainiKVW22, author = {Priyank Jaini and Kristian Kersting and Antonio Vergari and Max Welling}, title = {Recent Advancements in Tractable Probabilistic Inference (Dagstuhl Seminar 22161)}, journal = {Dagstuhl Reports}, volume = {12}, number = {4}, pages = {13--25}, year = {2022}, url = {https://doi.org/10.4230/DagRep.12.4.13}, doi = {10.4230/DAGREP.12.4.13}, timestamp = {Tue, 15 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/dagstuhl-reports/JainiKVW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/RamananKKFK0KN21, author = {Nandini Ramanan and Gautam Kunapuli and Tushar Khot and Bahare Fatemi and Seyed Mehran Kazemi and David Poole and Kristian Kersting and Sriraam Natarajan}, title = {Structure learning for relational logistic regression: an ensemble approach}, journal = {Data Min. Knowl. Discov.}, volume = {35}, number = {5}, pages = {2089--2111}, year = {2021}, url = {https://doi.org/10.1007/s10618-021-00770-8}, doi = {10.1007/S10618-021-00770-8}, timestamp = {Thu, 20 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/RamananKKFK0KN21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/firai/RawalKTKPS21, author = {Niyati Rawal and Dorothea Koert and Cigdem Turan and Kristian Kersting and Jan Peters and Ruth Stock{-}Homburg}, title = {ExGenNet: Learning to Generate Robotic Facial Expression Using Facial Expression Recognition}, journal = {Frontiers Robotics {AI}}, volume = {8}, pages = {730317}, year = {2021}, url = {https://doi.org/10.3389/frobt.2021.730317}, doi = {10.3389/FROBT.2021.730317}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/firai/RawalKTKPS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/firai/MorenoBSVK21, author = {Plinio Moreno and Alexandre Bernardino and Jos{\'{e}} Santos{-}Victor and Rodrigo M. M. Ventura and Kristian Kersting}, title = {Editorial: Robots that Learn and Reason: Towards Learning Logic Rules from Noisy Data}, journal = {Frontiers Robotics {AI}}, volume = {8}, pages = {755933}, year = {2021}, url = {https://doi.org/10.3389/frobt.2021.755933}, doi = {10.3389/FROBT.2021.755933}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/firai/MorenoBSVK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/frai/BurkhardtBWAKK21, author = {Sophie Burkhardt and Jannis Brugger and Nicolas Wagner and Zahra Ahmadi and Kristian Kersting and Stefan Kramer}, title = {Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation}, journal = {Frontiers Artif. Intell.}, volume = {4}, pages = {642263}, year = {2021}, url = {https://doi.org/10.3389/frai.2021.642263}, doi = {10.3389/FRAI.2021.642263}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/frai/BurkhardtBWAKK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ShaoSSSK21, author = {Xiaoting Shao and Arseny Skryagin and Wolfgang Stammer and Patrick Schramowski and Kristian Kersting}, title = {Right for Better Reasons: Training Differentiable Models by Constraining their Influence Functions}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {9533--9540}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i11.17148}, doi = {10.1609/AAAI.V35I11.17148}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ShaoSSSK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aips/CzechKK21, author = {Johannes Czech and Patrick Korus and Kristian Kersting}, editor = {Susanne Biundo and Minh Do and Robert Goldman and Michael Katz and Qiang Yang and Hankz Hankui Zhuo}, title = {Improving AlphaZero Using Monte-Carlo Graph Search}, booktitle = {Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, {ICAPS} 2021, Guangzhou, China (virtual), August 2-13, 2021}, pages = {103--111}, publisher = {{AAAI} Press}, year = {2021}, url = {https://ojs.aaai.org/index.php/ICAPS/article/view/15952}, timestamp = {Wed, 30 Aug 2023 08:38:08 +0200}, biburl = {https://dblp.org/rec/conf/aips/CzechKK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/StammerSK21, author = {Wolfgang Stammer and Patrick Schramowski and Kristian Kersting}, title = {Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting With Their Explanations}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {3619--3629}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Stammer\_Right\_for\_the\_Right\_Concept\_Revising\_Neuro-Symbolic\_Concepts\_by\_Interacting\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.00362}, timestamp = {Mon, 18 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/StammerSK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/0001VK21, author = {Zhongjie Yu and Fabrizio Ventola and Kristian Kersting}, editor = {Marina Meila and Tong Zhang}, title = {Whittle Networks: {A} Deep Likelihood Model for Time Series}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {12177--12186}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/yu21c.html}, timestamp = {Mon, 07 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/0001VK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icwsm/SolansTFKH0K21, author = {David Solans and Christopher Tauchmann and Aideen Farrell and Karolin Kappler and Hans{-}Hendrik Huber and Carlos Castillo and Kristian Kersting}, editor = {Ceren Budak and Meeyoung Cha and Daniele Quercia and Lexing Xie}, title = {Learning to Classify Morals and Conventions: Artificial Intelligence in Terms of the Economics of Convention}, booktitle = {Proceedings of the Fifteenth International {AAAI} Conference on Web and Social Media, {ICWSM} 2021, held virtually, June 7-10, 2021}, pages = {691--702}, publisher = {{AAAI} Press}, year = {2021}, url = {https://ojs.aaai.org/index.php/ICWSM/article/view/18095}, timestamp = {Wed, 22 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icwsm/SolansTFKH0K21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/VentolaDK21, author = {Fabrizio Ventola and Devendra Singh Dhami and Kristian Kersting}, editor = {Nikos Katzouris and Alexander Artikis}, title = {Generative Clausal Networks: Relational Decision Trees as Probabilistic Circuits}, booktitle = {Inductive Logic Programming - 30th International Conference, {ILP} 2021, Virtual Event, October 25-27, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13191}, pages = {251--265}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-97454-1\_18}, doi = {10.1007/978-3-030-97454-1\_18}, timestamp = {Tue, 16 Aug 2022 23:04:22 +0200}, biburl = {https://dblp.org/rec/conf/ilp/VentolaDK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZecevicDKNK21, author = {Matej Zecevic and Devendra Singh Dhami and Athresh Karanam and Sriraam Natarajan and Kristian Kersting}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {15019--15031}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/7eb7eabbe9bd03c2fc99881d04da9cbd-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/ZecevicDKNK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/preregister/LangMVPK21, author = {Steven Lang and Martin Mundt and Fabrizio Ventola and Robert Peharz and Kristian Kersting}, editor = {Samuel Albanie and Jo{\~{a}}o F. Henriques and Luca Bertinetto and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Hazel Doughty and G{\"{u}}l Varol}, title = {Elevating Perceptual Sample Quality in PCs through Differentiable Sampling}, booktitle = {NeurIPS 2021 Workshop on Pre-Registration in Machine Learning, 13 December 2021, Virtual}, series = {Proceedings of Machine Learning Research}, volume = {181}, pages = {1--25}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v181/lang22a.html}, timestamp = {Wed, 09 Aug 2023 17:07:50 +0200}, biburl = {https://dblp.org/rec/conf/preregister/LangMVPK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/YuZTSK21, author = {Zhongjie Yu and Mingye Zhu and Martin Trapp and Arseny Skryagin and Kristian Kersting}, editor = {Cassio P. de Campos and Marloes H. Maathuis and Erik Quaeghebeur}, title = {Leveraging probabilistic circuits for nonparametric multi-output regression}, booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021}, series = {Proceedings of Machine Learning Research}, volume = {161}, pages = {2008--2018}, publisher = {{AUAI} Press}, year = {2021}, url = {https://proceedings.mlr.press/v161/yu21a.html}, timestamp = {Mon, 20 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/YuZTSK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pkdd/2020-1, editor = {Frank Hutter and Kristian Kersting and Jefrey Lijffijt and Isabel Valera}, title = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {12457}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-67658-2}, doi = {10.1007/978-3-030-67658-2}, isbn = {978-3-030-67657-5}, timestamp = {Fri, 26 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/2020-1.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pkdd/2020-2, editor = {Frank Hutter and Kristian Kersting and Jefrey Lijffijt and Isabel Valera}, title = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12458}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-67661-2}, doi = {10.1007/978-3-030-67661-2}, isbn = {978-3-030-67660-5}, timestamp = {Fri, 26 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/2020-2.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pkdd/2020-3, editor = {Frank Hutter and Kristian Kersting and Jefrey Lijffijt and Isabel Valera}, title = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {12459}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-67664-3}, doi = {10.1007/978-3-030-67664-3}, isbn = {978-3-030-67663-6}, timestamp = {Mon, 01 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/2020-3.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-09407, author = {Quentin Delfosse and Patrick Schramowski and Alejandro Molina and Kristian Kersting}, title = {Recurrent Rational Networks}, journal = {CoRR}, volume = {abs/2102.09407}, year = {2021}, url = {https://arxiv.org/abs/2102.09407}, eprinttype = {arXiv}, eprint = {2102.09407}, timestamp = {Wed, 24 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-09407.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-10440, author = {Matej Zecevic and Devendra Singh Dhami and Athresh Karanam and Sriraam Natarajan and Kristian Kersting}, title = {Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models}, journal = {CoRR}, volume = {abs/2102.10440}, year = {2021}, url = {https://arxiv.org/abs/2102.10440}, eprinttype = {arXiv}, eprint = {2102.10440}, timestamp = {Wed, 24 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-10440.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-11790, author = {Patrick Schramowski and Cigdem Turan and Nico Andersen and Constantin A. Rothkopf and Kristian Kersting}, title = {Language Models have a Moral Dimension}, journal = {CoRR}, volume = {abs/2103.11790}, year = {2021}, url = {https://arxiv.org/abs/2103.11790}, eprinttype = {arXiv}, eprint = {2103.11790}, timestamp = {Wed, 24 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-11790.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-01148, author = {Karl Stelzner and Kristian Kersting and Adam R. Kosiorek}, title = {Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation}, journal = {CoRR}, volume = {abs/2104.01148}, year = {2021}, url = {https://arxiv.org/abs/2104.01148}, eprinttype = {arXiv}, eprint = {2104.01148}, timestamp = {Mon, 12 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-01148.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-09369, author = {Aidmar Wainakh and Fabrizio Ventola and Till M{\"{u}}{\ss}ig and Jens Keim and Carlos Garcia Cordero and Ephraim Zimmer and Tim Grube and Kristian Kersting and Max M{\"{u}}hlh{\"{a}}user}, title = {User Label Leakage from Gradients in Federated Learning}, journal = {CoRR}, volume = {abs/2105.09369}, year = {2021}, url = {https://arxiv.org/abs/2105.09369}, eprinttype = {arXiv}, eprint = {2105.09369}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-09369.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-12697, author = {Matej Zecevic and Devendra Singh Dhami and Kristian Kersting}, title = {Intriguing Parameters of Structural Causal Models}, journal = {CoRR}, volume = {abs/2105.12697}, year = {2021}, url = {https://arxiv.org/abs/2105.12697}, eprinttype = {arXiv}, eprint = {2105.12697}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-12697.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-04148, author = {Nils Thoma and Zhongjie Yu and Fabrizio Ventola and Kristian Kersting}, title = {RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting}, journal = {CoRR}, volume = {abs/2106.04148}, year = {2021}, url = {https://arxiv.org/abs/2106.04148}, eprinttype = {arXiv}, eprint = {2106.04148}, timestamp = {Fri, 11 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-04148.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-08687, author = {Zhongjie Yu and Mingye Zhu and Martin Trapp and Arseny Skryagin and Kristian Kersting}, title = {Leveraging Probabilistic Circuits for Nonparametric Multi-Output Regression}, journal = {CoRR}, volume = {abs/2106.08687}, year = {2021}, url = {https://arxiv.org/abs/2106.08687}, eprinttype = {arXiv}, eprint = {2106.08687}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-08687.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-04328, author = {Maximilian Otte and Quentin Delfosse and Johannes Czech and Kristian Kersting}, title = {Generative Adversarial Neural Cellular Automata}, journal = {CoRR}, volume = {abs/2108.04328}, year = {2021}, url = {https://arxiv.org/abs/2108.04328}, eprinttype = {arXiv}, eprint = {2108.04328}, timestamp = {Wed, 11 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-04328.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-04173, author = {Matej Zecevic and Devendra Singh Dhami and Petar Velickovic and Kristian Kersting}, title = {Relating Graph Neural Networks to Structural Causal Models}, journal = {CoRR}, volume = {abs/2109.04173}, year = {2021}, url = {https://arxiv.org/abs/2109.04173}, eprinttype = {arXiv}, eprint = {2109.04173}, timestamp = {Tue, 21 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-04173.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-06148, author = {Steven Lang and Fabrizio Ventola and Kristian Kersting}, title = {DAFNe: {A} One-Stage Anchor-Free Deep Model for Oriented Object Detection}, journal = {CoRR}, volume = {abs/2109.06148}, year = {2021}, url = {https://arxiv.org/abs/2109.06148}, eprinttype = {arXiv}, eprint = {2109.06148}, timestamp = {Tue, 21 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-06148.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-06587, author = {Zhongjie Yu and Devendra Singh Dhami and Kristian Kersting}, title = {Sum-Product-Attention Networks: Leveraging Self-Attention in Probabilistic Circuits}, journal = {CoRR}, volume = {abs/2109.06587}, year = {2021}, url = {https://arxiv.org/abs/2109.06587}, eprinttype = {arXiv}, eprint = {2109.06587}, timestamp = {Tue, 21 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-06587.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-02058, author = {Patrick Schramowski and Felix Friedrich and Christopher Tauchmann and Kristian Kersting}, title = {Interactively Generating Explanations for Transformer Language Models}, journal = {CoRR}, volume = {abs/2110.02058}, year = {2021}, url = {https://arxiv.org/abs/2110.02058}, eprinttype = {arXiv}, eprint = {2110.02058}, timestamp = {Fri, 08 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-02058.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-02395, author = {Matej Zecevic and Devendra Singh Dhami and Constantin A. Rothkopf and Kristian Kersting}, title = {Structural Causal Interpretation Theorem}, journal = {CoRR}, volume = {abs/2110.02395}, year = {2021}, url = {https://arxiv.org/abs/2110.02395}, eprinttype = {arXiv}, eprint = {2110.02395}, timestamp = {Fri, 08 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-02395.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-03331, author = {Martin Mundt and Steven Lang and Quentin Delfosse and Kristian Kersting}, title = {CLEVA-Compass: {A} Continual Learning EValuation Assessment Compass to Promote Research Transparency and Comparability}, journal = {CoRR}, volume = {abs/2110.03331}, year = {2021}, url = {https://arxiv.org/abs/2110.03331}, eprinttype = {arXiv}, eprint = {2110.03331}, timestamp = {Thu, 21 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-03331.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-03395, author = {Arseny Skryagin and Wolfgang Stammer and Daniel Ochs and Devendra Singh Dhami and Kristian Kersting}, title = {{SLASH:} Embracing Probabilistic Circuits into Neural Answer Set Programming}, journal = {CoRR}, volume = {abs/2110.03395}, year = {2021}, url = {https://arxiv.org/abs/2110.03395}, eprinttype = {arXiv}, eprint = {2110.03395}, timestamp = {Thu, 21 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-03395.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-04222, author = {Patrick Schramowski and Kristian Kersting}, title = {Inferring Offensiveness In Images From Natural Language Supervision}, journal = {CoRR}, volume = {abs/2110.04222}, year = {2021}, url = {https://arxiv.org/abs/2110.04222}, eprinttype = {arXiv}, eprint = {2110.04222}, timestamp = {Thu, 21 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-04222.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-09383, author = {Hikaru Shindo and Devendra Singh Dhami and Kristian Kersting}, title = {Neuro-Symbolic Forward Reasoning}, journal = {CoRR}, volume = {abs/2110.09383}, year = {2021}, url = {https://arxiv.org/abs/2110.09383}, eprinttype = {arXiv}, eprint = {2110.09383}, timestamp = {Mon, 25 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-09383.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-09778, author = {Athresh Karanam and Saurabh Mathur and Predrag Radivojac and Kristian Kersting and Sriraam Natarajan}, title = {Explaining Deep Tractable Probabilistic Models: The sum-product network case}, journal = {CoRR}, volume = {abs/2110.09778}, year = {2021}, url = {https://arxiv.org/abs/2110.09778}, eprinttype = {arXiv}, eprint = {2110.09778}, timestamp = {Wed, 09 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-09778.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-12052, author = {Matej Zecevic and Devendra Singh Dhami and Kristian Kersting}, title = {On the Tractability of Neural Causal Inference}, journal = {CoRR}, volume = {abs/2110.12052}, year = {2021}, url = {https://arxiv.org/abs/2110.12052}, eprinttype = {arXiv}, eprint = {2110.12052}, timestamp = {Thu, 28 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-12052.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-12066, author = {Moritz Willig and Matej Zecevic and Devendra Singh Dhami and Kristian Kersting}, title = {The Causal Loss: Driving Correlation to Imply Causation}, journal = {CoRR}, volume = {abs/2110.12066}, year = {2021}, url = {https://arxiv.org/abs/2110.12066}, eprinttype = {arXiv}, eprint = {2110.12066}, timestamp = {Thu, 28 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-12066.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-06628, author = {Lukas Struppek and Dominik Hintersdorf and Daniel Neider and Kristian Kersting}, title = {Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash}, journal = {CoRR}, volume = {abs/2111.06628}, year = {2021}, url = {https://arxiv.org/abs/2111.06628}, eprinttype = {arXiv}, eprint = {2111.06628}, timestamp = {Tue, 16 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-06628.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-09076, author = {Dominik Hintersdorf and Lukas Struppek and Kristian Kersting}, title = {Do Not Trust Prediction Scores for Membership Inference Attacks}, journal = {CoRR}, volume = {abs/2111.09076}, year = {2021}, url = {https://arxiv.org/abs/2111.09076}, eprinttype = {arXiv}, eprint = {2111.09076}, timestamp = {Mon, 22 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-09076.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-02290, author = {Wolfgang Stammer and Marius Memmel and Patrick Schramowski and Kristian Kersting}, title = {Interactive Disentanglement: Learning Concepts by Interacting with their Prototype Representations}, journal = {CoRR}, volume = {abs/2112.02290}, year = {2021}, url = {https://arxiv.org/abs/2112.02290}, eprinttype = {arXiv}, eprint = {2112.02290}, timestamp = {Tue, 07 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-02290.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dbsk/ShaoRTK20, author = {Xiaoting Shao and Tjitze Rienstra and Matthias Thimm and Kristian Kersting}, title = {Towards Understanding and Arguing with Classifiers: Recent Progress}, journal = {Datenbank-Spektrum}, volume = {20}, number = {2}, pages = {171--180}, year = {2020}, url = {https://doi.org/10.1007/s13222-020-00351-x}, doi = {10.1007/S13222-020-00351-X}, timestamp = {Wed, 12 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/dbsk/ShaoRTK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/frai/CzechWBKF20, author = {Johannes Czech and Moritz Willig and Alena Beyer and Kristian Kersting and Johannes F{\"{u}}rnkranz}, title = {Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data}, journal = {Frontiers Artif. Intell.}, volume = {3}, pages = {24}, year = {2020}, url = {https://doi.org/10.3389/frai.2020.00024}, doi = {10.3389/FRAI.2020.00024}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/frai/CzechWBKF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/frai/SchramowskiTJRK20, author = {Patrick Schramowski and Cigdem Turan and Sophie F. Jentzsch and Constantin A. Rothkopf and Kristian Kersting}, title = {The Moral Choice Machine}, journal = {Frontiers Artif. Intell.}, volume = {3}, pages = {36}, year = {2020}, url = {https://doi.org/10.3389/frai.2020.00036}, doi = {10.3389/FRAI.2020.00036}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/frai/SchramowskiTJRK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijrr/LioutikovMVKP20, author = {Rudolf Lioutikov and Guilherme Maeda and Filipe Veiga and Kristian Kersting and Jan Peters}, title = {Learning attribute grammars for movement primitive sequencing}, journal = {Int. J. Robotics Res.}, volume = {39}, number = {1}, year = {2020}, url = {https://doi.org/10.1177/0278364919868279}, doi = {10.1177/0278364919868279}, timestamp = {Thu, 17 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijrr/LioutikovMVKP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ki/SifaYRBK20, author = {Rafet Sifa and Raheel Yawar and Rajkumar Ramamurthy and Christian Bauckhage and Kristian Kersting}, title = {Matrix- and Tensor Factorization for Game Content Recommendation}, journal = {K{\"{u}}nstliche Intell.}, volume = {34}, number = {1}, pages = {57--67}, year = {2020}, url = {https://doi.org/10.1007/s13218-019-00620-2}, doi = {10.1007/S13218-019-00620-2}, timestamp = {Tue, 14 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ki/SifaYRBK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ki/Kersting20, author = {Kristian Kersting}, title = {Rethinking Computer Science Through {AI}}, journal = {K{\"{u}}nstliche Intell.}, volume = {34}, number = {4}, pages = {435--437}, year = {2020}, url = {https://doi.org/10.1007/s13218-020-00692-5}, doi = {10.1007/S13218-020-00692-5}, timestamp = {Fri, 29 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ki/Kersting20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/natmi/SchramowskiSTBH20, author = {Patrick Schramowski and Wolfgang Stammer and Stefano Teso and Anna Brugger and Franziska Herbert and Xiaoting Shao and Hans{-}Georg Luigs and Anne{-}Katrin Mahlein and Kristian Kersting}, title = {Making deep neural networks right for the right scientific reasons by interacting with their explanations}, journal = {Nat. Mach. Intell.}, volume = {2}, number = {8}, pages = {476--486}, year = {2020}, url = {https://doi.org/10.1038/s42256-020-0212-3}, doi = {10.1038/S42256-020-0212-3}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/natmi/SchramowskiSTBH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/HilprechtSKMKB20, author = {Benjamin Hilprecht and Andreas Schmidt and Moritz Kulessa and Alejandro Molina and Kristian Kersting and Carsten Binnig}, title = {DeepDB: Learn from Data, not from Queries!}, journal = {Proc. {VLDB} Endow.}, volume = {13}, number = {7}, pages = {992--1005}, year = {2020}, url = {http://www.vldb.org/pvldb/vol13/p992-hilprecht.pdf}, doi = {10.14778/3384345.3384349}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pvldb/HilprechtSKMKB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/Treiber0W0K20, author = {Amos Treiber and Alejandro Molina and Christian Weinert and Thomas Schneider and Kristian Kersting}, editor = {Benyu Zhang and Raluca Ada Popa and Matei Zaharia and Guofei Gu and Shouling Ji}, title = {CryptoSPN: Expanding {PPML} beyond Neural Networks}, booktitle = {PPMLP'20: Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice, Virtual Event, USA, November, 2020}, pages = {9--14}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3411501.3419417}, doi = {10.1145/3411501.3419417}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ccs/Treiber0W0K20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/Treiber0W0K20, author = {Amos Treiber and Alejandro Molina and Christian Weinert and Thomas Schneider and Kristian Kersting}, editor = {Giuseppe De Giacomo and Alejandro Catal{\'{a}} and Bistra Dilkina and Michela Milano and Sen{\'{e}}n Barro and Alberto Bugar{\'{\i}}n and J{\'{e}}r{\^{o}}me Lang}, title = {CryptoSPN: Privacy-Preserving Sum-Product Network Inference}, booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence {(PAIS} 2020)}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {325}, pages = {1946--1953}, publisher = {{IOS} Press}, year = {2020}, url = {https://doi.org/10.3233/FAIA200313}, doi = {10.3233/FAIA200313}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecai/Treiber0W0K20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gi/SchmidTBKS20, author = {Ute Schmid and Volker Tresp and Matthias Bethge and Kristian Kersting and Rainer Stiefelhagen}, editor = {Ralf H. Reussner and Anne Koziolek and Robert Heinrich}, title = {K{\"{u}}nstliche Intelligenz - Die dritte Welle}, booktitle = {50. Jahrestagung der Gesellschaft f{\"{u}}r Informatik, {INFORMATIK} 2020 - Back to the Future, Karlsruhe, Germany, 28. September - 2. Oktober 2020}, series = {{LNI}}, volume = {{P-307}}, pages = {91--95}, publisher = {{GI}}, year = {2020}, url = {https://doi.org/10.18420/inf2020\_08}, doi = {10.18420/INF2020\_08}, timestamp = {Tue, 04 Jul 2023 17:43:55 +0200}, biburl = {https://dblp.org/rec/conf/gi/SchmidTBKS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/0001SK20, author = {Alejandro Molina and Patrick Schramowski and Kristian Kersting}, title = {Pad{\'{e}} Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=BJlBSkHtDS}, timestamp = {Thu, 07 May 2020 17:11:47 +0200}, biburl = {https://dblp.org/rec/conf/iclr/0001SK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/KossenSHVK20, author = {Jannik Kossen and Karl Stelzner and Marcel Hussing and Claas Voelcker and Kristian Kersting}, title = {Structured Object-Aware Physics Prediction for Video Modeling and Planning}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=B1e-kxSKDH}, timestamp = {Thu, 07 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/KossenSHVK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmi/TuranSRK20, author = {Cigdem Turan and Patrick Schramowski and Constantin A. Rothkopf and Kristian Kersting}, editor = {Khiet P. Truong and Dirk Heylen and Mary Czerwinski and Nadia Berthouze and Mohamed Chetouani and Mikio Nakano}, title = {Alfie: An Interactive Robot with Moral Compass}, booktitle = {{ICMI} '20: International Conference on Multimodal Interaction, Virtual Event, The Netherlands, October 25-29, 2020}, pages = {758--759}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3382507.3421163}, doi = {10.1145/3382507.3421163}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icmi/TuranSRK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/PeharzLVS00BKG20, author = {Robert Peharz and Steven Lang and Antonio Vergari and Karl Stelzner and Alejandro Molina and Martin Trapp and Guy Van den Broeck and Kristian Kersting and Zoubin Ghahramani}, title = {Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {7563--7574}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/peharz20a.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/PeharzLVS00BKG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismis/PetkovicCKD20, author = {Matej Petkovic and Michelangelo Ceci and Kristian Kersting and Saso Dzeroski}, editor = {Denis Helic and Gerhard Leitner and Martin Stettinger and Alexander Felfernig and Zbigniew W. Ras}, title = {Estimating the Importance of Relational Features by Using Gradient Boosting}, booktitle = {Foundations of Intelligent Systems - 25th International Symposium, {ISMIS} 2020, Graz, Austria, September 23-25, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12117}, pages = {362--371}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-59491-6\_34}, doi = {10.1007/978-3-030-59491-6\_34}, timestamp = {Wed, 07 Dec 2022 23:13:22 +0100}, biburl = {https://dblp.org/rec/conf/ismis/PetkovicCKD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kr/RienstraTKS20, author = {Tjitze Rienstra and Matthias Thimm and Kristian Kersting and Xiaoting Shao}, editor = {Diego Calvanese and Esra Erdem and Michael Thielscher}, title = {Independence and D-separation in Abstract Argumentation}, booktitle = {Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, {KR} 2020, Rhodes, Greece, September 12-18, 2020}, pages = {713--722}, year = {2020}, url = {https://doi.org/10.24963/kr.2020/73}, doi = {10.24963/KR.2020/73}, timestamp = {Fri, 29 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kr/RienstraTKS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lwa/Kersting20, author = {Kristian Kersting}, editor = {Daniel Trabold and Pascal Welke and Nico Piatkowski}, title = {On Hybrid and Systems {AI}}, booktitle = {Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", Online, September 9-11, 2020}, series = {{CEUR} Workshop Proceedings}, volume = {2738}, pages = {3}, publisher = {CEUR-WS.org}, year = {2020}, url = {https://ceur-ws.org/Vol-2738/keynote2.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:37 +0100}, biburl = {https://dblp.org/rec/conf/lwa/Kersting20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/RamananDKN20, author = {Nandini Ramanan and Mayukh Das and Kristian Kersting and Sriraam Natarajan}, editor = {Manfred Jaeger and Thomas Dyhre Nielsen}, title = {Discriminative Non-Parametric Learning of Arithmetic Circuits}, booktitle = {International Conference on Probabilistic Graphical Models, {PGM} 2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker, Sk{\o}rping, Denmark}, series = {Proceedings of Machine Learning Research}, volume = {138}, pages = {353--364}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v138/ramanan20a.html}, timestamp = {Mon, 14 Jun 2021 10:33:30 +0200}, biburl = {https://dblp.org/rec/conf/pgm/RamananDKN20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Shao0VSPLK20, author = {Xiaoting Shao and Alejandro Molina and Antonio Vergari and Karl Stelzner and Robert Peharz and Thomas Liebig and Kristian Kersting}, editor = {Manfred Jaeger and Thomas Dyhre Nielsen}, title = {Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures}, booktitle = {International Conference on Probabilistic Graphical Models, {PGM} 2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker, Sk{\o}rping, Denmark}, series = {Proceedings of Machine Learning Research}, volume = {138}, pages = {401--412}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v138/shao20a.html}, timestamp = {Mon, 14 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Shao0VSPLK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/VentolaS0K20, author = {Fabrizio Ventola and Karl Stelzner and Alejandro Molina and Kristian Kersting}, editor = {Manfred Jaeger and Thomas Dyhre Nielsen}, title = {Residual Sum-Product Networks}, booktitle = {International Conference on Probabilistic Graphical Models, {PGM} 2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker, Sk{\o}rping, Denmark}, series = {Proceedings of Machine Learning Research}, volume = {138}, pages = {545--556}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v138/ventola20a.html}, timestamp = {Mon, 14 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/VentolaS0K20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sum/Shao0SRTK20, author = {Xiaoting Shao and Zhongjie Yu and Arseny Skryagin and Tjitze Rienstra and Matthias Thimm and Kristian Kersting}, editor = {Jesse Davis and Karim Tabia}, title = {Modelling Multivariate Ranking Functions with Min-Sum Networks}, booktitle = {Scalable Uncertainty Management - 14th International Conference, {SUM} 2020, Bozen-Bolzano, Italy, September 23-25, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12322}, pages = {281--288}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58449-8\_22}, doi = {10.1007/978-3-030-58449-8\_22}, timestamp = {Thu, 17 Sep 2020 16:28:12 +0200}, biburl = {https://dblp.org/rec/conf/sum/Shao0SRTK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-05371, author = {Patrick Schramowski and Wolfgang Stammer and Stefano Teso and Anna Brugger and Xiaoting Shao and Hans{-}Georg Luigs and Anne{-}Katrin Mahlein and Kristian Kersting}, title = {Right for the Wrong Scientific Reasons: Revising Deep Networks by Interacting with their Explanations}, journal = {CoRR}, volume = {abs/2001.05371}, year = {2020}, url = {https://arxiv.org/abs/2001.05371}, eprinttype = {arXiv}, eprint = {2001.05371}, timestamp = {Mon, 03 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-05371.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-00801, author = {Amos Treiber and Alejandro Molina and Christian Weinert and Thomas Schneider and Kristian Kersting}, title = {CryptoSPN: Privacy-preserving Sum-Product Network Inference}, journal = {CoRR}, volume = {abs/2002.00801}, year = {2020}, url = {https://arxiv.org/abs/2002.00801}, eprinttype = {arXiv}, eprint = {2002.00801}, timestamp = {Mon, 10 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-00801.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-06231, author = {Robert Peharz and Steven Lang and Antonio Vergari and Karl Stelzner and Alejandro Molina and Martin Trapp and Guy Van den Broeck and Kristian Kersting and Zoubin Ghahramani}, title = {Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits}, journal = {CoRR}, volume = {abs/2004.06231}, year = {2020}, url = {https://arxiv.org/abs/2004.06231}, eprinttype = {arXiv}, eprint = {2004.06231}, timestamp = {Tue, 21 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-06231.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-05595, author = {Srijita Das and Sriraam Natarajan and Kaushik Roy and Ronald Parr and Kristian Kersting}, title = {Fitted Q-Learning for Relational Domains}, journal = {CoRR}, volume = {abs/2006.05595}, year = {2020}, url = {https://arxiv.org/abs/2006.05595}, eprinttype = {arXiv}, eprint = {2006.05595}, timestamp = {Fri, 10 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-05595.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-08663, author = {Christopher Morris and Nils M. Kriege and Franka Bause and Kristian Kersting and Petra Mutzel and Marion Neumann}, title = {TUDataset: {A} collection of benchmark datasets for learning with graphs}, journal = {CoRR}, volume = {abs/2007.08663}, year = {2020}, url = {https://arxiv.org/abs/2007.08663}, eprinttype = {arXiv}, eprint = {2007.08663}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-08663.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-05349, author = {Cigdem Turan and Patrick Schramowski and Constantin A. Rothkopf and Kristian Kersting}, title = {Alfie: An Interactive Robot with a Moral Compass}, journal = {CoRR}, volume = {abs/2009.05349}, year = {2020}, url = {https://arxiv.org/abs/2009.05349}, eprinttype = {arXiv}, eprint = {2009.05349}, timestamp = {Thu, 17 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-05349.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-12854, author = {Wolfgang Stammer and Patrick Schramowski and Kristian Kersting}, title = {Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting with their Explanations}, journal = {CoRR}, volume = {abs/2011.12854}, year = {2020}, url = {https://arxiv.org/abs/2011.12854}, eprinttype = {arXiv}, eprint = {2011.12854}, timestamp = {Tue, 01 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-12854.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-08459, author = {Sophie Burkhardt and Jannis Brugger and Nicolas Wagner and Zahra Ahmadi and Kristian Kersting and Stefan Kramer}, title = {Rule Extraction from Binary Neural Networks with Convolutional Rules for Model Validation}, journal = {CoRR}, volume = {abs/2012.08459}, year = {2020}, url = {https://arxiv.org/abs/2012.08459}, eprinttype = {arXiv}, eprint = {2012.08459}, timestamp = {Sat, 02 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-08459.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-11045, author = {Johannes Czech and Patrick Korus and Kristian Kersting}, title = {Monte-Carlo Graph Search for AlphaZero}, journal = {CoRR}, volume = {abs/2012.11045}, year = {2020}, url = {https://arxiv.org/abs/2012.11045}, eprinttype = {arXiv}, eprint = {2012.11045}, timestamp = {Mon, 04 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-11045.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dagstuhl-reports/KerstingKB020, author = {Kristian Kersting and Miryung Kim and Guy Van den Broeck and Thomas Zimmermann}, title = {{SE4ML} - Software Engineering for AI-ML-based Systems (Dagstuhl Seminar 20091)}, journal = {Dagstuhl Reports}, volume = {10}, number = {2}, pages = {76--87}, year = {2020}, url = {https://doi.org/10.4230/DagRep.10.2.76}, doi = {10.4230/DAGREP.10.2.76}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/dagstuhl-reports/KerstingKB020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/arobots/AntanasMNFKSR19, author = {Laura Antanas and Plinio Moreno and Marion Neumann and Rui Pimentel de Figueiredo and Kristian Kersting and Jos{\'{e}} Santos{-}Victor and Luc De Raedt}, title = {Semantic and geometric reasoning for robotic grasping: a probabilistic logic approach}, journal = {Auton. Robots}, volume = {43}, number = {6}, pages = {1393--1418}, year = {2019}, url = {https://doi.org/10.1007/s10514-018-9784-8}, doi = {10.1007/S10514-018-9784-8}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/arobots/AntanasMNFKSR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/KriegeNMKM19, author = {Nils M. Kriege and Marion Neumann and Christopher Morris and Kristian Kersting and Petra Mutzel}, title = {A unifying view of explicit and implicit feature maps of graph kernels}, journal = {Data Min. Knowl. Discov.}, volume = {33}, number = {6}, pages = {1505--1547}, year = {2019}, url = {https://doi.org/10.1007/s10618-019-00652-0}, doi = {10.1007/S10618-019-00652-0}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/KriegeNMKM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fdata/GalassiK0ST19, author = {Andrea Galassi and Kristian Kersting and Marco Lippi and Xiaoting Shao and Paolo Torroni}, title = {Neural-Symbolic Argumentation Mining: An Argument in Favor of Deep Learning and Reasoning}, journal = {Frontiers Big Data}, volume = {2}, pages = {52}, year = {2019}, url = {https://doi.org/10.3389/fdata.2019.00052}, doi = {10.3389/FDATA.2019.00052}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fdata/GalassiK0ST19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/firai/RiguzziKLN19, author = {Fabrizio Riguzzi and Kristian Kersting and Marco Lippi and Sriraam Natarajan}, title = {Editorial: Statistical Relational Artificial Intelligence}, journal = {Frontiers Robotics {AI}}, volume = {6}, pages = {68}, year = {2019}, url = {https://doi.org/10.3389/frobt.2019.00068}, doi = {10.3389/FROBT.2019.00068}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/firai/RiguzziKLN19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/remotesensing/BruggerBPLKSKSM19, author = {Anna Brugger and Jan Behmann and Stefan Paulus and Hans{-}Georg Luigs and Matheus Thomas Kuska and Patrick Schramowski and Kristian Kersting and Ulrike Steiner and Anne{-}Katrin Mahlein}, title = {Extending Hyperspectral Imaging for Plant Phenotyping to the UV-Range}, journal = {Remote. Sens.}, volume = {11}, number = {12}, pages = {1401}, year = {2019}, url = {https://doi.org/10.3390/rs11121401}, doi = {10.3390/RS11121401}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/remotesensing/BruggerBPLKSKSM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Vergari0PGKV19, author = {Antonio Vergari and Alejandro Molina and Robert Peharz and Zoubin Ghahramani and Kristian Kersting and Isabel Valera}, title = {Automatic Bayesian Density Analysis}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {5207--5215}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33015207}, doi = {10.1609/AAAI.V33I01.33015207}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Vergari0PGKV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/DasDKKN19, author = {Mayukh Das and Devendra Singh Dhami and Gautam Kunapuli and Kristian Kersting and Sriraam Natarajan}, title = {Fast Relational Probabilistic Inference and Learning: Approximate Counting via Hypergraphs}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {7816--7824}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33017816}, doi = {10.1609/AAAI.V33I01.33017816}, timestamp = {Tue, 02 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/DasDKKN19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aies/JentzschSRK19, author = {Sophie F. Jentzsch and Patrick Schramowski and Constantin A. Rothkopf and Kristian Kersting}, editor = {Vincent Conitzer and Gillian K. Hadfield and Shannon Vallor}, title = {Semantics Derived Automatically from Language Corpora Contain Human-like Moral Choices}, booktitle = {Proceedings of the 2019 {AAAI/ACM} Conference on AI, Ethics, and Society, {AIES} 2019, Honolulu, HI, USA, January 27-28, 2019}, pages = {37--44}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3306618.3314267}, doi = {10.1145/3306618.3314267}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aies/JentzschSRK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aies/TesoK19, author = {Stefano Teso and Kristian Kersting}, editor = {Vincent Conitzer and Gillian K. Hadfield and Shannon Vallor}, title = {Explanatory Interactive Machine Learning}, booktitle = {Proceedings of the 2019 {AAAI/ACM} Conference on AI, Ethics, and Society, {AIES} 2019, Honolulu, HI, USA, January 27-28, 2019}, pages = {239--245}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3306618.3314293}, doi = {10.1145/3306618.3314293}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aies/TesoK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icfpt/WeberSO0K019, author = {Lukas Weber and Lukas Sommer and Julian Oppermann and Alejandro Molina and Kristian Kersting and Andreas Koch}, title = {Resource-Efficient Logarithmic Number Scale Arithmetic for {SPN} Inference on FPGAs}, booktitle = {International Conference on Field-Programmable Technology, {FPT} 2019, Tianjin, China, December 9-13, 2019}, pages = {251--254}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICFPT47387.2019.00040}, doi = {10.1109/ICFPT47387.2019.00040}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icfpt/WeberSO0K019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/StelznerPK19, author = {Karl Stelzner and Robert Peharz and Kristian Kersting}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Faster Attend-Infer-Repeat with Tractable Probabilistic Models}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {5966--5975}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/stelzner19a.html}, timestamp = {Tue, 11 Jun 2019 15:37:38 +0200}, biburl = {https://dblp.org/rec/conf/icml/StelznerPK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/KaurKJKN19, author = {Navdeep Kaur and Gautam Kunapuli and Saket Joshi and Kristian Kersting and Sriraam Natarajan}, editor = {Dimitar Kazakov and Can Erten}, title = {Neural Networks for Relational Data}, booktitle = {Inductive Logic Programming - 29th International Conference, {ILP} 2019, Plovdiv, Bulgaria, September 3-5, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11770}, pages = {62--71}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-49210-6\_6}, doi = {10.1007/978-3-030-49210-6\_6}, timestamp = {Sat, 06 Jun 2020 15:35:09 +0200}, biburl = {https://dblp.org/rec/conf/ilp/KaurKJKN19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ki/LudtkeMKK19, author = {Stefan L{\"{u}}dtke and Alejandro Molina and Kristian Kersting and Thomas Kirste}, editor = {Christoph Benzm{\"{u}}ller and Heiner Stuckenschmidt}, title = {Gaussian Lifted Marginal Filtering}, booktitle = {{KI} 2019: Advances in Artificial Intelligence - 42nd German Conference on AI, Kassel, Germany, September 23-26, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11793}, pages = {230--243}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-30179-8\_19}, doi = {10.1007/978-3-030-30179-8\_19}, timestamp = {Tue, 07 May 2024 20:11:38 +0200}, biburl = {https://dblp.org/rec/conf/ki/LudtkeMKK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/Volcker0NWK19, author = {Claas V{\"{o}}lcker and Alejandro Molina and Johannes Neumann and Dirk Westermann and Kristian Kersting}, editor = {Peggy Cellier and Kurt Driessens}, title = {DeepNotebooks: Deep Probabilistic Models Construct Python Notebooks for Reporting Datasets}, booktitle = {Machine Learning and Knowledge Discovery in Databases - International Workshops of {ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20, 2019, Proceedings, Part {I}}, series = {Communications in Computer and Information Science}, volume = {1167}, pages = {28--43}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-43823-4\_3}, doi = {10.1007/978-3-030-43823-4\_3}, timestamp = {Tue, 31 Mar 2020 12:08:19 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/Volcker0NWK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/PeharzVS0TSKG19, author = {Robert Peharz and Antonio Vergari and Karl Stelzner and Alejandro Molina and Martin Trapp and Xiaoting Shao and Kristian Kersting and Zoubin Ghahramani}, editor = {Amir Globerson and Ricardo Silva}, title = {Random Sum-Product Networks: {A} Simple and Effective Approach to Probabilistic Deep Learning}, booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019}, series = {Proceedings of Machine Learning Research}, volume = {115}, pages = {334--344}, publisher = {{AUAI} Press}, year = {2019}, url = {http://proceedings.mlr.press/v115/peharz20a.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/PeharzVS0TSKG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-03704, author = {Alejandro Molina and Antonio Vergari and Karl Stelzner and Robert Peharz and Pranav Subramani and Nicola Di Mauro and Pascal Poupart and Kristian Kersting}, title = {SPFlow: An Easy and Extensible Library for Deep Probabilistic Learning using Sum-Product Networks}, journal = {CoRR}, volume = {abs/1901.03704}, year = {2019}, url = {http://arxiv.org/abs/1901.03704}, eprinttype = {arXiv}, eprint = {1901.03704}, timestamp = {Fri, 01 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-03704.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-09516, author = {Kristian Kersting and Jan Peters and Constantin A. Rothkopf}, title = {Was ist eine Professur fuer Kuenstliche Intelligenz?}, journal = {CoRR}, volume = {abs/1903.09516}, year = {2019}, url = {http://arxiv.org/abs/1903.09516}, eprinttype = {arXiv}, eprint = {1903.09516}, timestamp = {Mon, 01 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-09516.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-08550, author = {Xiaoting Shao and Alejandro Molina and Antonio Vergari and Karl Stelzner and Robert Peharz and Thomas Liebig and Kristian Kersting}, title = {Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures}, journal = {CoRR}, volume = {abs/1905.08550}, year = {2019}, url = {http://arxiv.org/abs/1905.08550}, eprinttype = {arXiv}, eprint = {1905.08550}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-08550.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-09103, author = {Andrea Galassi and Kristian Kersting and Marco Lippi and Xiaoting Shao and Paolo Torroni}, title = {Neural-Symbolic Argumentation Mining: an Argument in Favour of Deep Learning and Reasoning}, journal = {CoRR}, volume = {abs/1905.09103}, year = {2019}, url = {http://arxiv.org/abs/1905.09103}, eprinttype = {arXiv}, eprint = {1905.09103}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-09103.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-07809, author = {Parisa Kordjamshidi and Dan Roth and Kristian Kersting}, title = {Declarative Learning-Based Programming as an Interface to {AI} Systems}, journal = {CoRR}, volume = {abs/1906.07809}, year = {2019}, url = {http://arxiv.org/abs/1906.07809}, eprinttype = {arXiv}, eprint = {1906.07809}, timestamp = {Mon, 24 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-07809.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-06732, author = {Alejandro Molina and Patrick Schramowski and Kristian Kersting}, title = {Pad{\'{e}} Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks}, journal = {CoRR}, volume = {abs/1907.06732}, year = {2019}, url = {http://arxiv.org/abs/1907.06732}, eprinttype = {arXiv}, eprint = {1907.06732}, timestamp = {Tue, 23 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-06732.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-03250, author = {Fabrizio Ventola and Karl Stelzner and Alejandro Molina and Kristian Kersting}, title = {Random Sum-Product Forests with Residual Links}, journal = {CoRR}, volume = {abs/1908.03250}, year = {2019}, url = {http://arxiv.org/abs/1908.03250}, eprinttype = {arXiv}, eprint = {1908.03250}, timestamp = {Mon, 19 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-03250.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-06660, author = {Johannes Czech and Moritz Willig and Alena Beyer and Kristian Kersting and Johannes F{\"{u}}rnkranz}, title = {Learning to play the Chess Variant Crazyhouse above World Champion Level with Deep Neural Networks and Human Data}, journal = {CoRR}, volume = {abs/1908.06660}, year = {2019}, url = {http://arxiv.org/abs/1908.06660}, eprinttype = {arXiv}, eprint = {1908.06660}, timestamp = {Mon, 26 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-06660.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-00607, author = {Benjamin Hilprecht and Andreas Schmidt and Moritz Kulessa and Alejandro Molina and Kristian Kersting and Carsten Binnig}, title = {DeepDB: Learn from Data, not from Queries!}, journal = {CoRR}, volume = {abs/1909.00607}, year = {2019}, url = {http://arxiv.org/abs/1909.00607}, eprinttype = {arXiv}, eprint = {1909.00607}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-00607.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-04723, author = {Navdeep Kaur and Gautam Kunapuli and Saket Joshi and Kristian Kersting and Sriraam Natarajan}, title = {Neural Networks for Relational Data}, journal = {CoRR}, volume = {abs/1909.04723}, year = {2019}, url = {http://arxiv.org/abs/1909.04723}, eprinttype = {arXiv}, eprint = {1909.04723}, timestamp = {Tue, 17 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-04723.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-02425, author = {Jannik Kossen and Karl Stelzner and Marcel Hussing and Claas Voelcker and Kristian Kersting}, title = {Structured Object-Aware Physics Prediction for Video Modeling and Planning}, journal = {CoRR}, volume = {abs/1910.02425}, year = {2019}, url = {http://arxiv.org/abs/1910.02425}, eprinttype = {arXiv}, eprint = {1910.02425}, timestamp = {Wed, 09 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-02425.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-05238, author = {Patrick Schramowski and Cigdem Turan and Sophie F. Jentzsch and Constantin A. Rothkopf and Kristian Kersting}, title = {{BERT} has a Moral Compass: Improvements of ethical and moral values of machines}, journal = {CoRR}, volume = {abs/1912.05238}, year = {2019}, url = {http://arxiv.org/abs/1912.05238}, eprinttype = {arXiv}, eprint = {1912.05238}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-05238.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dagstuhl-reports/BenediktKKN19, author = {Michael Benedikt and Kristian Kersting and Phokion G. Kolaitis and Daniel Neider}, title = {Logic and Learning (Dagstuhl Seminar 19361)}, journal = {Dagstuhl Reports}, volume = {9}, number = {9}, pages = {1--22}, year = {2019}, url = {https://doi.org/10.4230/DagRep.9.9.1}, doi = {10.4230/DAGREP.9.9.1}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/dagstuhl-reports/BenediktKKN19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fdata/Kersting18, author = {Kristian Kersting}, title = {Machine Learning and Artificial Intelligence: Two Fellow Travelers on the Quest for Intelligent Behavior in Machines}, journal = {Frontiers Big Data}, volume = {1}, pages = {6}, year = {2018}, url = {https://doi.org/10.3389/fdata.2018.00006}, doi = {10.3389/FDATA.2018.00006}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fdata/Kersting18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ki/KerstingM18, author = {Kristian Kersting and Ulrich Meyer}, title = {From Big Data to Big Artificial Intelligence? - Algorithmic Challenges and Opportunities of Big Data}, journal = {K{\"{u}}nstliche Intell.}, volume = {32}, number = {1}, pages = {3--8}, year = {2018}, url = {https://doi.org/10.1007/s13218-017-0523-7}, doi = {10.1007/S13218-017-0523-7}, timestamp = {Tue, 14 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ki/KerstingM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ki/Kersting18, author = {Kristian Kersting}, title = {Making {AI} Smarter}, journal = {K{\"{u}}nstliche Intell.}, volume = {32}, number = {4}, pages = {227--229}, year = {2018}, url = {https://doi.org/10.1007/s13218-018-0562-8}, doi = {10.1007/S13218-018-0562-8}, timestamp = {Tue, 14 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ki/Kersting18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/0001MK18, author = {Alejandro Molina and Alexander Munteanu and Kristian Kersting}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Core Dependency Networks}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {3820--3827}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.11726}, doi = {10.1609/AAAI.V32I1.11726}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/0001MK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/0001VMNEK18, author = {Alejandro Molina and Antonio Vergari and Nicola Di Mauro and Sriraam Natarajan and Floriana Esposito and Kristian Kersting}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Mixed Sum-Product Networks: {A} Deep Architecture for Hybrid Domains}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {3828--3835}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.11731}, doi = {10.1609/AAAI.V32I1.11731}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/0001VMNEK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/VergariPM0KE18, author = {Antonio Vergari and Robert Peharz and Nicola Di Mauro and Alejandro Molina and Kristian Kersting and Floriana Esposito}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {4163--4170}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.11734}, doi = {10.1609/AAAI.V32I1.11734}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/VergariPM0KE18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccd/SommerO0BK018, author = {Lukas Sommer and Julian Oppermann and Alejandro Molina and Carsten Binnig and Kristian Kersting and Andreas Koch}, title = {Automatic Mapping of the Sum-Product Network Inference Problem to FPGA-Based Accelerators}, booktitle = {36th {IEEE} International Conference on Computer Design, {ICCD} 2018, Orlando, FL, USA, October 7-10, 2018}, pages = {350--357}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICCD.2018.00060}, doi = {10.1109/ICCD.2018.00060}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccd/SommerO0BK018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/LioutikovMVK018, author = {Rudolf Lioutikov and Guilherme Maeda and Filipe Veiga and Kristian Kersting and Jan Peters}, title = {Inducing Probabilistic Context-Free Grammars for the Sequencing of Movement Primitives}, booktitle = {2018 {IEEE} International Conference on Robotics and Automation, {ICRA} 2018, Brisbane, Australia, May 21-25, 2018}, pages = {1--8}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICRA.2018.8460190}, doi = {10.1109/ICRA.2018.8460190}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/icra/LioutikovMVK018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/KolbMSBK18, author = {Samuel Kolb and Martin Mladenov and Scott Sanner and Vaishak Belle and Kristian Kersting}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Efficient Symbolic Integration for Probabilistic Inference}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {5031--5037}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/698}, doi = {10.24963/IJCAI.2018/698}, timestamp = {Tue, 20 Aug 2019 16:19:08 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/KolbMSBK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/LudtkeS0KK18, author = {Stefan L{\"{u}}dtke and Max Schr{\"{o}}der and Sebastian Bader and Kristian Kersting and Thomas Kirste}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Lifted Filtering via Exchangeable Decomposition}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {5067--5073}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/703}, doi = {10.24963/IJCAI.2018/703}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/LudtkeS0KK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/KordjamshidiRK18, author = {Parisa Kordjamshidi and Dan Roth and Kristian Kersting}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Systems {AI:} {A} Declarative Learning Based Programming Perspective}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {5464--5471}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/771}, doi = {10.24963/IJCAI.2018/771}, timestamp = {Tue, 20 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/KordjamshidiRK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kr/RamananKKFK0KN18, author = {Nandini Ramanan and Gautam Kunapuli and Tushar Khot and Bahare Fatemi and Seyed Mehran Kazemi and David Poole and Kristian Kersting and Sriraam Natarajan}, editor = {Michael Thielscher and Francesca Toni and Frank Wolter}, title = {Structure Learning for Relational Logistic Regression: An Ensemble Approach}, booktitle = {Principles of Knowledge Representation and Reasoning: Proceedings of the Sixteenth International Conference, {KR} 2018, Tempe, Arizona, 30 October - 2 November 2018}, pages = {661--662}, publisher = {{AAAI} Press}, year = {2018}, url = {https://aaai.org/ocs/index.php/KR/KR18/paper/view/18055}, timestamp = {Tue, 09 Feb 2021 08:33:51 +0100}, biburl = {https://dblp.org/rec/conf/kr/RamananKKFK0KN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1801-10495, author = {Stefan L{\"{u}}dtke and Max Schr{\"{o}}der and Sebastian Bader and Kristian Kersting and Thomas Kirste}, title = {Lifted Filtering via Exchangeable Decomposition}, journal = {CoRR}, volume = {abs/1801.10495}, year = {2018}, url = {http://arxiv.org/abs/1801.10495}, eprinttype = {arXiv}, eprint = {1801.10495}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1801-10495.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-04300, author = {Patrick Schramowski and Christian Bauckhage and Kristian Kersting}, title = {Neural Conditional Gradients}, journal = {CoRR}, volume = {abs/1803.04300}, year = {2018}, url = {http://arxiv.org/abs/1803.04300}, eprinttype = {arXiv}, eprint = {1803.04300}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-04300.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-08578, author = {Stefano Teso and Kristian Kersting}, title = {"Why Should {I} Trust Interactive Learners?" Explaining Interactive Queries of Classifiers to Users}, journal = {CoRR}, volume = {abs/1805.08578}, year = {2018}, url = {http://arxiv.org/abs/1805.08578}, eprinttype = {arXiv}, eprint = {1805.08578}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-08578.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-01910, author = {Robert Peharz and Antonio Vergari and Karl Stelzner and Alejandro Molina and Martin Trapp and Kristian Kersting and Zoubin Ghahramani}, title = {Probabilistic Deep Learning using Random Sum-Product Networks}, journal = {CoRR}, volume = {abs/1806.01910}, year = {2018}, url = {http://arxiv.org/abs/1806.01910}, eprinttype = {arXiv}, eprint = {1806.01910}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-01910.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-09306, author = {Antonio Vergari and Alejandro Molina and Robert Peharz and Zoubin Ghahramani and Kristian Kersting and Isabel Valera}, title = {Automatic Bayesian Density Analysis}, journal = {CoRR}, volume = {abs/1807.09306}, year = {2018}, url = {http://arxiv.org/abs/1807.09306}, eprinttype = {arXiv}, eprint = {1807.09306}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-09306.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-02123, author = {Nandini Ramanan and Gautam Kunapuli and Tushar Khot and Bahare Fatemi and Seyed Mehran Kazemi and David Poole and Kristian Kersting and Sriraam Natarajan}, title = {Structure Learning for Relational Logistic Regression: An Ensemble Approach}, journal = {CoRR}, volume = {abs/1808.02123}, year = {2018}, url = {http://arxiv.org/abs/1808.02123}, eprinttype = {arXiv}, eprint = {1808.02123}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-02123.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-06224, author = {Moritz Kulessa and Alejandro Molina and Carsten Binnig and Benjamin Hilprecht and Kristian Kersting}, title = {Model-based Approximate Query Processing}, journal = {CoRR}, volume = {abs/1811.06224}, year = {2018}, url = {http://arxiv.org/abs/1811.06224}, eprinttype = {arXiv}, eprint = {1811.06224}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-06224.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/KerstingMT17, author = {Kristian Kersting and Martin Mladenov and Pavel Tokmakov}, title = {Relational linear programming}, journal = {Artif. Intell.}, volume = {244}, pages = {188--216}, year = {2017}, url = {https://doi.org/10.1016/j.artint.2015.06.009}, doi = {10.1016/J.ARTINT.2015.06.009}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/KerstingMT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ki/BhattK17, author = {Mehul Bhatt and Kristian Kersting}, title = {Semantic Interpretation of Multi-Modal Human-Behaviour Data - Making Sense of Events, Activities, Processes}, journal = {K{\"{u}}nstliche Intell.}, volume = {31}, number = {4}, pages = {317--320}, year = {2017}, url = {https://doi.org/10.1007/s13218-017-0511-y}, doi = {10.1007/S13218-017-0511-Y}, timestamp = {Tue, 14 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ki/BhattK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tgis/DehbiHGKP17, author = {Youness Dehbi and Fabian Hadiji and Gerhard Gr{\"{o}}ger and Kristian Kersting and Lutz Pl{\"{u}}mer}, title = {Statistical Relational Learning of Grammar Rules for 3D Building Reconstruction}, journal = {Trans. {GIS}}, volume = {21}, number = {1}, pages = {134--150}, year = {2017}, url = {https://doi.org/10.1111/tgis.12200}, doi = {10.1111/TGIS.12200}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tgis/DehbiHGKP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MladenovBK17, author = {Martin Mladenov and Vaishak Belle and Kristian Kersting}, editor = {Satinder Singh and Shaul Markovitch}, title = {The Symbolic Interior Point Method}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {1199--1205}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10699}, doi = {10.1609/AAAI.V31I1.10699}, timestamp = {Mon, 04 Sep 2023 14:40:32 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MladenovBK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MladenovKK17, author = {Martin Mladenov and Leonard Kleinhans and Kristian Kersting}, editor = {Satinder Singh and Shaul Markovitch}, title = {Lifted Inference for Convex Quadratic Programs}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {2350--2356}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10841}, doi = {10.1609/AAAI.V31I1.10841}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MladenovKK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MolinaNK17, author = {Alejandro Molina and Sriraam Natarajan and Kristian Kersting}, editor = {Satinder Singh and Shaul Markovitch}, title = {Poisson Sum-Product Networks: {A} Deep Architecture for Tractable Multivariate Poisson Distributions}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {2357--2363}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10844}, doi = {10.1609/AAAI.V31I1.10844}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MolinaNK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/YangHKGN17, author = {Shuo Yang and Fabian Hadiji and Kristian Kersting and Shaun J. Grannis and Sriraam Natarajan}, editor = {Xiaohua Hu and Chi{-}Ren Shyu and Yana Bromberg and Jean Gao and Yang Gong and Dmitry Korkin and Illhoi Yoo and Huiru Jane Zheng}, title = {Modeling heart procedures from EHRs: An application of exponential families}, booktitle = {2017 {IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2017, Kansas City, MO, USA, November 13-16, 2017}, pages = {491--497}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/BIBM.2017.8217696}, doi = {10.1109/BIBM.2017.8217696}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibm/YangHKGN17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cicling/GurevychMBFK0S17, author = {Iryna Gurevych and Christian M. Meyer and Carsten Binnig and Johannes F{\"{u}}rnkranz and Kristian Kersting and Stefan Roth and Edwin Simpson}, editor = {Alexander F. Gelbukh}, title = {Interactive Data Analytics for the Humanities}, booktitle = {Computational Linguistics and Intelligent Text Processing - 18th International Conference, CICLing 2017, Budapest, Hungary, April 17-23, 2017, Revised Selected Papers, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10761}, pages = {527--549}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-77113-7\_41}, doi = {10.1007/978-3-319-77113-7\_41}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cicling/GurevychMBFK0S17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/0001KM17, author = {Christopher Morris and Kristian Kersting and Petra Mutzel}, editor = {Vijay Raghavan and Srinivas Aluru and George Karypis and Lucio Miele and Xindong Wu}, title = {Glocalized Weisfeiler-Lehman Graph Kernels: Global-Local Feature Maps of Graphs}, booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017, New Orleans, LA, USA, November 18-21, 2017}, pages = {327--336}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICDM.2017.42}, doi = {10.1109/ICDM.2017.42}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icdm/0001KM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/XuKR17, author = {Zhao Xu and Kristian Kersting and Lorenzo von Ritter}, editor = {Carles Sierra}, title = {Stochastic Online Anomaly Analysis for Streaming Time Series}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {3189--3195}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/445}, doi = {10.24963/IJCAI.2017/445}, timestamp = {Tue, 20 Aug 2019 16:16:54 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/XuKR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/KaurKKKCN17, author = {Navdeep Kaur and Gautam Kunapuli and Tushar Khot and Kristian Kersting and William Cohen and Sriraam Natarajan}, editor = {Nicolas Lachiche and Christel Vrain}, title = {Relational Restricted Boltzmann Machines: {A} Probabilistic Logic Learning Approach}, booktitle = {Inductive Logic Programming - 27th International Conference, {ILP} 2017, Orl{\'{e}}ans, France, September 4-6, 2017, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {10759}, pages = {94--111}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-78090-0\_7}, doi = {10.1007/978-3-319-78090-0\_7}, timestamp = {Tue, 14 May 2019 10:00:36 +0200}, biburl = {https://dblp.org/rec/conf/ilp/KaurKKKCN17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/XuVK17, author = {Zhao Xu and Romain Vial and Kristian Kersting}, editor = {Michelangelo Ceci and Jaakko Hollm{\'{e}}n and Ljupco Todorovski and Celine Vens and Saso Dzeroski}, title = {Graph Enhanced Memory Networks for Sentiment Analysis}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10534}, pages = {374--389}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-71249-9\_23}, doi = {10.1007/978-3-319-71249-9\_23}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/XuVK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/uai/2017, editor = {Gal Elidan and Kristian Kersting and Alexander Ihler}, title = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017}, publisher = {{AUAI} Press}, year = {2017}, url = {http://www.auai.org/uai2017/media/Booklet.pdf}, timestamp = {Mon, 05 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/2017.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/ml/QuadriantoKX17, author = {Novi Quadrianto and Kristian Kersting and Zhao Xu}, editor = {Claude Sammut and Geoffrey I. Webb}, title = {Gaussian Process}, booktitle = {Encyclopedia of Machine Learning and Data Mining}, pages = {535--548}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-1-4899-7687-1\_108}, doi = {10.1007/978-1-4899-7687-1\_108}, timestamp = {Sun, 10 Jun 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/reference/ml/QuadriantoKX17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/ml/RaedtK17, author = {Luc De Raedt and Kristian Kersting}, editor = {Claude Sammut and Geoffrey I. Webb}, title = {Statistical Relational Learning}, booktitle = {Encyclopedia of Machine Learning and Data Mining}, pages = {1177--1187}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-1-4899-7687-1\_786}, doi = {10.1007/978-1-4899-7687-1\_786}, timestamp = {Wed, 12 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/reference/ml/RaedtK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/ml/SannerK17, author = {Scott Sanner and Kristian Kersting}, editor = {Claude Sammut and Geoffrey I. Webb}, title = {Symbolic Dynamic Programming}, booktitle = {Encyclopedia of Machine Learning and Data Mining}, pages = {1220--1228}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-1-4899-7687-1\_806}, doi = {10.1007/978-1-4899-7687-1\_806}, timestamp = {Wed, 12 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/reference/ml/SannerK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KriegeN0KM17, author = {Nils M. Kriege and Marion Neumann and Christopher Morris and Kristian Kersting and Petra Mutzel}, title = {A Unifying View of Explicit and Implicit Feature Maps for Structured Data: Systematic Studies of Graph Kernels}, journal = {CoRR}, volume = {abs/1703.00676}, year = {2017}, url = {http://arxiv.org/abs/1703.00676}, eprinttype = {arXiv}, eprint = {1703.00676}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KriegeN0KM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/0001KM17, author = {Christopher Morris and Kristian Kersting and Petra Mutzel}, title = {Global Weisfeiler-Lehman Graph Kernels}, journal = {CoRR}, volume = {abs/1703.02379}, year = {2017}, url = {http://arxiv.org/abs/1703.02379}, eprinttype = {arXiv}, eprint = {1703.02379}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/0001KM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-03285, author = {Alejandro Molina and Alexander Munteanu and Kristian Kersting}, title = {Coresets for Dependency Networks}, journal = {CoRR}, volume = {abs/1710.03285}, year = {2017}, url = {http://arxiv.org/abs/1710.03285}, eprinttype = {arXiv}, eprint = {1710.03285}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-03285.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-03297, author = {Alejandro Molina and Antonio Vergari and Nicola Di Mauro and Sriraam Natarajan and Floriana Esposito and Kristian Kersting}, title = {Sum-Product Networks for Hybrid Domains}, journal = {CoRR}, volume = {abs/1710.03297}, year = {2017}, url = {http://arxiv.org/abs/1710.03297}, eprinttype = {arXiv}, eprint = {1710.03297}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-03297.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:series/synthesis/2016Raedt, author = {Luc De Raedt and Kristian Kersting and Sriraam Natarajan and David Poole}, title = {Statistical Relational Artificial Intelligence: Logic, Probability, and Computation}, series = {Synthesis Lectures on Artificial Intelligence and Machine Learning}, publisher = {Morgan {\&} Claypool Publishers}, year = {2016}, url = {https://doi.org/10.2200/S00692ED1V01Y201601AIM032}, doi = {10.2200/S00692ED1V01Y201601AIM032}, isbn = {978-3-031-00022-5}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/synthesis/2016Raedt.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/entropy/SzymanskiKK16, author = {Piotr Szymanski and Tomasz Kajdanowicz and Kristian Kersting}, title = {How Is a Data-Driven Approach Better than Random Choice in Label Space Division for Multi-Label Classification?}, journal = {Entropy}, volume = {18}, number = {8}, pages = {282}, year = {2016}, url = {https://doi.org/10.3390/e18080282}, doi = {10.3390/E18080282}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/entropy/SzymanskiKK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftweb/BauckhageK16, author = {Christian Bauckhage and Kristian Kersting}, title = {Collective Attention on the Web}, journal = {Found. Trends Web Sci.}, volume = {5}, number = {1-2}, pages = {1--136}, year = {2016}, url = {https://doi.org/10.1561/1800000024}, doi = {10.1561/1800000024}, timestamp = {Fri, 03 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ftweb/BauckhageK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NeumannGBK16, author = {Marion Neumann and Roman Garnett and Christian Bauckhage and Kristian Kersting}, title = {Propagation kernels: efficient graph kernels from propagated information}, journal = {Mach. Learn.}, volume = {102}, number = {2}, pages = {209--245}, year = {2016}, url = {https://doi.org/10.1007/s10994-015-5517-9}, doi = {10.1007/S10994-015-5517-9}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/NeumannGBK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MladenovHKGK16, author = {Martin Mladenov and Danny Heinrich and Leonard Kleinhans and Felix Gonsior and Kristian Kersting}, editor = {Parisa Kordjamshidi}, title = {{RELOOP:} {A} Python-Embedded Declarative Language for Relational Optimization}, booktitle = {Declarative Learning Based Programming, Papers from the 2016 {AAAI} Workshop, Phoenix, Arizona, USA, February 13, 2016}, series = {{AAAI} Technical Report}, volume = {{WS-16-07}}, publisher = {{AAAI} Press}, year = {2016}, url = {http://www.aaai.org/ocs/index.php/WS/AAAIW16/paper/view/12614}, timestamp = {Tue, 05 Sep 2023 08:59:27 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MladenovHKGK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/YangKKN16, author = {Shuo Yang and Tushar Khot and Kristian Kersting and Sriraam Natarajan}, editor = {Dale Schuurmans and Michael P. Wellman}, title = {Learning Continuous-Time Bayesian Networks in Relational Domains: {A} Non-Parametric Approach}, booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}}, pages = {2265--2271}, publisher = {{AAAI} Press}, year = {2016}, url = {https://doi.org/10.1609/aaai.v30i1.10220}, doi = {10.1609/AAAI.V30I1.10220}, timestamp = {Mon, 04 Sep 2023 15:08:28 +0200}, biburl = {https://dblp.org/rec/conf/aaai/YangKKN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/birthday/NatarajanSWVK16, author = {Sriraam Natarajan and Ameet Soni and Anurag Wazalwar and Dileep Viswanathan and Kristian Kersting}, editor = {Stefan Michaelis and Nico Piatkowski and Marco Stolpe}, title = {Deep Distant Supervision: Learning Statistical Relational Models for Weak Supervision in Natural Language Extraction}, booktitle = {Solving Large Scale Learning Tasks. Challenges and Algorithms - Essays Dedicated to Katharina Morik on the Occasion of Her 60th Birthday}, series = {Lecture Notes in Computer Science}, volume = {9580}, pages = {331--345}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-41706-6\_18}, doi = {10.1007/978-3-319-41706-6\_18}, timestamp = {Tue, 14 May 2019 10:00:52 +0200}, biburl = {https://dblp.org/rec/conf/birthday/NatarajanSWVK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/MorrisKKM16, author = {Christopher Morris and Nils M. Kriege and Kristian Kersting and Petra Mutzel}, editor = {Francesco Bonchi and Josep Domingo{-}Ferrer and Ricardo Baeza{-}Yates and Zhi{-}Hua Zhou and Xindong Wu}, title = {Faster Kernels for Graphs with Continuous Attributes via Hashing}, booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016, December 12-15, 2016, Barcelona, Spain}, pages = {1095--1100}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/ICDM.2016.0142}, doi = {10.1109/ICDM.2016.0142}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/MorrisKKM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/TaylorSKWQ16, author = {Joseph G. Taylor and Viktoriia Sharmanska and Kristian Kersting and David Weir and Novi Quadrianto}, editor = {Subbarao Kambhampati}, title = {Learning Using Unselected Features (LUFe)}, booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July 2016}, pages = {2060--2066}, publisher = {{IJCAI/AAAI} Press}, year = {2016}, url = {http://www.ijcai.org/Abstract/16/294}, timestamp = {Tue, 20 Aug 2019 16:19:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/TaylorSKWQ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/OdomKKN16, author = {Phillip Odom and Raksha Kumaraswamy and Kristian Kersting and Sriraam Natarajan}, editor = {James Cussens and Alessandra Russo}, title = {Learning Through Advice-Seeking via Transfer}, booktitle = {Inductive Logic Programming - 26th International Conference, {ILP} 2016, London, UK, September 4-6, 2016, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {10326}, pages = {40--51}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-63342-8\_4}, doi = {10.1007/978-3-319-63342-8\_4}, timestamp = {Tue, 14 May 2019 10:00:36 +0200}, biburl = {https://dblp.org/rec/conf/ilp/OdomKKN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DasWKKN16, author = {Mayukh Das and Yuqing Wu and Tushar Khot and Kristian Kersting and Sriraam Natarajan}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Scaling Lifted Probabilistic Inference and Learning Via Graph Databases}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {738--746}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.83}, doi = {10.1137/1.9781611974348.83}, timestamp = {Wed, 17 May 2017 14:24:53 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DasWKKN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/sci/KerstingBWMSORP16, author = {Kristian Kersting and Christian Bauckhage and Mirwaes Wahabzada and Anne{-}Katrin Mahlein and Ulrike Steiner and Erich{-}Christian Oerke and Christoph R{\"{o}}mer and Lutz Pl{\"{u}}mer}, editor = {J{\"{o}}rg L{\"{a}}ssig and Kristian Kersting and Katharina Morik}, title = {Feeding the World with Big Data: Uncovering Spectral Characteristics and Dynamics of Stressed Plants}, booktitle = {Computational Sustainability}, series = {Studies in Computational Intelligence}, volume = {645}, pages = {99--120}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-31858-5\_6}, doi = {10.1007/978-3-319-31858-5\_6}, timestamp = {Tue, 22 Aug 2017 14:49:04 +0200}, biburl = {https://dblp.org/rec/series/sci/KerstingBWMSORP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:series/sci/2016-645, editor = {J{\"{o}}rg L{\"{a}}ssig and Kristian Kersting and Katharina Morik}, title = {Computational Sustainability}, series = {Studies in Computational Intelligence}, volume = {645}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-31858-5}, doi = {10.1007/978-3-319-31858-5}, isbn = {978-3-319-31856-1}, timestamp = {Tue, 22 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/sci/2016-645.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MladenovBK16, author = {Martin Mladenov and Vaishak Belle and Kristian Kersting}, title = {The Symbolic Interior Point Method}, journal = {CoRR}, volume = {abs/1605.08187}, year = {2016}, url = {http://arxiv.org/abs/1605.08187}, eprinttype = {arXiv}, eprint = {1605.08187}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MladenovBK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SzymanskiKK16, author = {Piotr Szymanski and Tomasz Kajdanowicz and Kristian Kersting}, title = {How is a data-driven approach better than random choice in label space division for multi-label classification?}, journal = {CoRR}, volume = {abs/1606.02346}, year = {2016}, url = {http://arxiv.org/abs/1606.02346}, eprinttype = {arXiv}, eprint = {1606.02346}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SzymanskiKK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MladenovKK16, author = {Martin Mladenov and Leonard Kleinhans and Kristian Kersting}, title = {Lifted Convex Quadratic Programming}, journal = {CoRR}, volume = {abs/1606.04486}, year = {2016}, url = {http://arxiv.org/abs/1606.04486}, eprinttype = {arXiv}, eprint = {1606.04486}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MladenovKK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ErdmannBKNPMMMR16, author = {Elena Erdmann and Karin Boczek and Lars Koppers and Gerret von Nordheim and Christian P{\"{o}}litz and Alejandro Molina and Katharina Morik and Henrik M{\"{u}}ller and J{\"{o}}rg Rahnenf{\"{u}}hrer and Kristian Kersting}, title = {Machine Learning meets Data-Driven Journalism: Boosting International Understanding and Transparency in News Coverage}, journal = {CoRR}, volume = {abs/1606.05110}, year = {2016}, url = {http://arxiv.org/abs/1606.05110}, eprinttype = {arXiv}, eprint = {1606.05110}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ErdmannBKNPMMMR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MorrisKKM16, author = {Christopher Morris and Nils M. Kriege and Kristian Kersting and Petra Mutzel}, title = {Faster Kernels for Graphs with Continuous Attributes via Hashing}, journal = {CoRR}, volume = {abs/1610.00064}, year = {2016}, url = {http://arxiv.org/abs/1610.00064}, eprinttype = {arXiv}, eprint = {1610.00064}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MorrisKKM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/AlbrechtBBBCDEF15, author = {Stefano V. Albrecht and Andr{\'{e}} da Motta Salles Barreto and Darius Braziunas and David L. Buckeridge and Heriberto Cuay{\'{a}}huitl and Nina Dethlefs and Markus Endres and Amir{-}massoud Farahmand and Mark Fox and Lutz Frommberger and Sam Ganzfried and Yolanda Gil and S{\'{e}}bastien Guillet and Lawrence E. Hunter and Arnav Jhala and Kristian Kersting and George Dimitri Konidaris and Freddy L{\'{e}}cu{\'{e}} and Sheila A. McIlraith and Sriraam Natarajan and Zeinab Noorian and David Poole and R{\'{e}}mi Ronfard and Alessandro Saffiotti and Arash Shaban{-}Nejad and Biplav Srivastava and Gerald Tesauro and Rosario Uceda{-}Sosa and Guy Van den Broeck and Martijn van Otterlo and Byron C. Wallace and Paul Weng and Jenna Wiens and Jie Zhang}, title = {Reports of the {AAAI} 2014 Conference Workshops}, journal = {{AI} Mag.}, volume = {36}, number = {1}, pages = {87--98}, year = {2015}, url = {https://doi.org/10.1609/aimag.v36i1.2575}, doi = {10.1609/AIMAG.V36I1.2575}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aim/AlbrechtBBBCDEF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/WahabzadaPKM15, author = {Mirwaes Wahabzada and Stefan Paulus and Kristian Kersting and Anne{-}Katrin Mahlein}, title = {Automated interpretation of 3D laserscanned point clouds for plant organ segmentation}, journal = {{BMC} Bioinform.}, volume = {16}, pages = {248:1--248:11}, year = {2015}, url = {https://doi.org/10.1186/s12859-015-0665-2}, doi = {10.1186/S12859-015-0665-2}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bmcbi/WahabzadaPKM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/NeumannHMK15, author = {Marion Neumann and Shan Huang and Daniel E. Marthaler and Kristian Kersting}, title = {pyGPs: a Python library for Gaussian process regression and classification}, journal = {J. Mach. Learn. Res.}, volume = {16}, pages = {2611--2616}, year = {2015}, url = {https://dl.acm.org/doi/10.5555/2789272.2912082}, doi = {10.5555/2789272.2912082}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/NeumannHMK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ki/KerstingN15, author = {Kristian Kersting and Sriraam Natarajan}, title = {Statistical Relational Artificial Intelligence: From Distributions through Actions to Optimization}, journal = {K{\"{u}}nstliche Intell.}, volume = {29}, number = {4}, pages = {363--368}, year = {2015}, url = {https://doi.org/10.1007/s13218-015-0386-8}, doi = {10.1007/S13218-015-0386-8}, timestamp = {Tue, 14 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ki/KerstingN15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KhotNKS15, author = {Tushar Khot and Sriraam Natarajan and Kristian Kersting and Jude W. Shavlik}, title = {Gradient-based boosting for statistical relational learning: the Markov logic network and missing data cases}, journal = {Mach. Learn.}, volume = {100}, number = {1}, pages = {75--100}, year = {2015}, url = {https://doi.org/10.1007/s10994-015-5481-4}, doi = {10.1007/S10994-015-5481-4}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KhotNKS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HadijiMNK15, author = {Fabian Hadiji and Alejandro Molina and Sriraam Natarajan and Kristian Kersting}, title = {Poisson Dependency Networks: Gradient Boosted Models for Multivariate Count Data}, journal = {Mach. Learn.}, volume = {100}, number = {2-3}, pages = {477--507}, year = {2015}, url = {https://doi.org/10.1007/s10994-015-5506-z}, doi = {10.1007/S10994-015-5506-Z}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HadijiMNK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aiide/SifaHRDKB15, author = {Rafet Sifa and Fabian Hadiji and Julian Runge and Anders Drachen and Kristian Kersting and Christian Bauckhage}, editor = {Arnav Jhala and Nathan R. Sturtevant}, title = {Predicting Purchase Decisions in Mobile Free-to-Play Games}, booktitle = {Proceedings of the Eleventh {AAAI} Conference on Artificial Intelligence and Interactive Digital Entertainment, {AIIDE} 2015, November 14-18, 2015, University of California, Santa Cruz, CA, {USA}}, pages = {79--85}, publisher = {{AAAI} Press}, year = {2015}, url = {http://www.aaai.org/ocs/index.php/AIIDE/AIIDE15/paper/view/11544}, timestamp = {Wed, 09 Feb 2022 09:38:53 +0100}, biburl = {https://dblp.org/rec/conf/aiide/SifaHRDKB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aime/YangKTCN15, author = {Shuo Yang and Kristian Kersting and Greg Terry and Jefferey Carr and Sriraam Natarajan}, editor = {John H. Holmes and Riccardo Bellazzi and Lucia Sacchi and Niels Peek}, title = {Modeling Coronary Artery Calcification Levels from Behavioral Data in a Clinical Study}, booktitle = {Artificial Intelligence in Medicine - 15th Conference on Artificial Intelligence in Medicine, {AIME} 2015, Pavia, Italy, June 17-20, 2015. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9105}, pages = {182--187}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-19551-3\_24}, doi = {10.1007/978-3-319-19551-3\_24}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aime/YangKTCN15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/KumaraswamyOKLN15, author = {Raksha Kumaraswamy and Phillip Odom and Kristian Kersting and David Leake and Sriraam Natarajan}, editor = {Charu C. Aggarwal and Zhi{-}Hua Zhou and Alexander Tuzhilin and Hui Xiong and Xindong Wu}, title = {Transfer Learning via Relational Type Matching}, booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015, Atlantic City, NJ, USA, November 14-17, 2015}, pages = {811--816}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICDM.2015.138}, doi = {10.1109/ICDM.2015.138}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/KumaraswamyOKLN15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icwsm/BauckhageHK15, author = {Christian Bauckhage and Fabian Hadiji and Kristian Kersting}, editor = {Meeyoung Cha and Cecilia Mascolo and Christian Sandvig}, title = {How Viral Are Viral Videos?}, booktitle = {Proceedings of the Ninth International Conference on Web and Social Media, {ICWSM} 2015, University of Oxford, Oxford, UK, May 26-29, 2015}, pages = {22--30}, publisher = {{AAAI} Press}, year = {2015}, url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10505}, timestamp = {Fri, 05 Feb 2021 11:07:20 +0100}, biburl = {https://dblp.org/rec/conf/icwsm/BauckhageHK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/HadijiMBK15, author = {Fabian Hadiji and Martin Mladenov and Christian Bauckhage and Kristian Kersting}, editor = {Qiang Yang and Michael J. Wooldridge}, title = {Computer Science on the Move: Inferring Migration Regularities from the Web via Compressed Label Propagation}, booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July 25-31, 2015}, pages = {171--177}, publisher = {{AAAI} Press}, year = {2015}, url = {http://ijcai.org/Abstract/15/031}, timestamp = {Tue, 20 Aug 2019 16:16:43 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/HadijiMBK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BauckhageKH15, author = {Christian Bauckhage and Kristian Kersting and Fabian Hadiji}, editor = {Marina Meila and Tom Heskes}, title = {Parameterizing the Distance Distribution of Undirected Networks}, booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands}, pages = {121--130}, publisher = {{AUAI} Press}, year = {2015}, url = {http://auai.org/uai2015/proceedings/papers/62.pdf}, timestamp = {Thu, 12 Mar 2020 11:31:09 +0100}, biburl = {https://dblp.org/rec/conf/uai/BauckhageKH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/MladenovK15, author = {Martin Mladenov and Kristian Kersting}, editor = {Marina Meila and Tom Heskes}, title = {Equitable Partitions of Concave Free Energies}, booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands}, pages = {602--611}, publisher = {{AUAI} Press}, year = {2015}, url = {http://auai.org/uai2015/proceedings/papers/228.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/MladenovK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vtc/IdeHHMZSKW15, author = {Christoph Ide and Fabian Hadiji and Lars Habel and Alejandro Molina and Thomas Zaksek and Michael Schreckenberg and Kristian Kersting and Christian Wietfeld}, title = {{LTE} Connectivity and Vehicular Traffic Prediction Based on Machine Learning Approaches}, booktitle = {{IEEE} 82nd Vehicular Technology Conference, {VTC} Fall 2015, Boston, MA, USA, September 6-9, 2015}, pages = {1--5}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/VTCFall.2015.7391019}, doi = {10.1109/VTCFALL.2015.7391019}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/vtc/IdeHHMZSKW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BauckhageKH15, author = {Christian Bauckhage and Kristian Kersting and Fabian Hadiji}, title = {Maximum Entropy Models of Shortest Path and Outbreak Distributions in Networks}, journal = {CoRR}, volume = {abs/1501.04232}, year = {2015}, url = {http://arxiv.org/abs/1501.04232}, eprinttype = {arXiv}, eprint = {1501.04232}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BauckhageKH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:series/sbcs/NatarajanKKS14, author = {Sriraam Natarajan and Kristian Kersting and Tushar Khot and Jude W. Shavlik}, title = {Boosted Statistical Relational Learners - From Benchmarks to Data-Driven Medicine}, series = {Springer Briefs in Computer Science}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-13644-8}, doi = {10.1007/978-3-319-13644-8}, isbn = {978-3-319-13643-1}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/sbcs/NatarajanKKS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/insk/BauckhageKT14, author = {Christian Bauckhage and Kristian Kersting and Christian Thurau}, title = {K{\"{u}}nstliche Intelligenz f{\"{u}}r Computerspiele - Historische Entwicklung und aktuelle Trends}, journal = {Inform. Spektrum}, volume = {37}, number = {6}, pages = {531--538}, year = {2014}, url = {https://doi.org/10.1007/s00287-014-0822-4}, doi = {10.1007/S00287-014-0822-4}, timestamp = {Thu, 13 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/insk/BauckhageKT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mlc/NatarajanSJEKDK14, author = {Sriraam Natarajan and Baidya Nath Saha and Saket Joshi and Adam Edwards and Tushar Khot and Elizabeth M. Davenport and Kristian Kersting and Christopher T. Whitlow and Joseph A. Maldjian}, title = {Relational learning helps in three-way classification of Alzheimer patients from structural magnetic resonance images of the brain}, journal = {Int. J. Mach. Learn. Cybern.}, volume = {5}, number = {5}, pages = {659--669}, year = {2014}, url = {https://doi.org/10.1007/s13042-013-0161-9}, doi = {10.1007/S13042-013-0161-9}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mlc/NatarajanSJEKDK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ApselKM14, author = {Udi Apsel and Kristian Kersting and Martin Mladenov}, editor = {Carla E. Brodley and Peter Stone}, title = {Lifting Relational MAP-LPs Using Cluster Signatures}, booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada}, pages = {2403--2409}, publisher = {{AAAI} Press}, year = {2014}, url = {https://doi.org/10.1609/aaai.v28i1.9062}, doi = {10.1609/AAAI.V28I1.9062}, timestamp = {Mon, 04 Sep 2023 15:06:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ApselKM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ApselKM14a, author = {Udi Apsel and Kristian Kersting and Martin Mladenov}, title = {Lifting Relational MAP-LPs using Cluster Signatures}, booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014 {AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada, July 27, 2014}, series = {{AAAI} Technical Report}, volume = {{WS-14-13}}, publisher = {{AAAI}}, year = {2014}, url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8823}, timestamp = {Tue, 05 Sep 2023 08:59:27 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ApselKM14a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BroeckKNP14, author = {Guy Van den Broeck and Kristian Kersting and Sriraam Natarajan and David Poole}, title = {Preface}, booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014 {AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada, July 27, 2014}, series = {{AAAI} Technical Report}, volume = {{WS-14-13}}, publisher = {{AAAI}}, year = {2014}, url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8903}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BroeckKNP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KazemiBKNP14, author = {Seyed Mehran Kazemi and David Buchman and Kristian Kersting and Sriraam Natarajan and David Poole}, title = {Relational Logistic Regression: The Directed Analog of Markov Logic Networks}, booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014 {AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada, July 27, 2014}, series = {{AAAI} Technical Report}, volume = {{WS-14-13}}, publisher = {{AAAI}}, year = {2014}, url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8849}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KazemiBKNP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KerstingMGG14, author = {Kristian Kersting and Martin Mladenov and Roman Garnett and Martin Grohe}, editor = {Carla E. Brodley and Peter Stone}, title = {Power Iterated Color Refinement}, booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada}, pages = {1904--1910}, publisher = {{AAAI} Press}, year = {2014}, url = {https://doi.org/10.1609/aaai.v28i1.8992}, doi = {10.1609/AAAI.V28I1.8992}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KerstingMGG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/PoyrekarNK14, author = {Shrutika Poyrekar and Sriraam Natarajan and Kristian Kersting}, title = {A Deeper Empirical Analysis of {CBP} Algorithm: Grounding Is the Bottleneck}, booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014 {AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada, July 27, 2014}, series = {{AAAI} Technical Report}, volume = {{WS-14-13}}, publisher = {{AAAI}}, year = {2014}, url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8776}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/PoyrekarNK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/MladenovKG14, author = {Martin Mladenov and Kristian Kersting and Amir Globerson}, title = {Efficient Lifting of {MAP} {LP} Relaxations Using k-Locality}, booktitle = {Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April 22-25, 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {33}, pages = {623--632}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v33/mladenov14.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/MladenovKG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cig/HadijiSDTKB14, author = {Fabian Hadiji and Rafet Sifa and Anders Drachen and Christian Thurau and Kristian Kersting and Christian Bauckhage}, title = {Predicting player churn in the wild}, booktitle = {2014 {IEEE} Conference on Computational Intelligence and Games, {CIG} 2014, Dortmund, Germany, August 26-29, 2014}, pages = {1--8}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/CIG.2014.6932876}, doi = {10.1109/CIG.2014.6932876}, timestamp = {Wed, 16 Oct 2019 14:14:56 +0200}, biburl = {https://dblp.org/rec/conf/cig/HadijiSDTKB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esa/GroheKMS14, author = {Martin Grohe and Kristian Kersting and Martin Mladenov and Erkal Selman}, editor = {Andreas S. Schulz and Dorothea Wagner}, title = {Dimension Reduction via Colour Refinement}, booktitle = {Algorithms - {ESA} 2014 - 22th Annual European Symposium, Wroclaw, Poland, September 8-10, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8737}, pages = {505--516}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-662-44777-2\_42}, doi = {10.1007/978-3-662-44777-2\_42}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/esa/GroheKMS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/KriegeNKM14, author = {Nils M. Kriege and Marion Neumann and Kristian Kersting and Petra Mutzel}, editor = {Ravi Kumar and Hannu Toivonen and Jian Pei and Joshua Zhexue Huang and Xindong Wu}, title = {Explicit Versus Implicit Graph Feature Maps: {A} Computational Phase Transition for Walk Kernels}, booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014, Shenzhen, China, December 14-17, 2014}, pages = {881--886}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/ICDM.2014.129}, doi = {10.1109/ICDM.2014.129}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/KriegeNKM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/YangKKKHN14, author = {Shuo Yang and Tushar Khot and Kristian Kersting and Gautam Kunapuli and Kris Hauser and Sriraam Natarajan}, editor = {Ravi Kumar and Hannu Toivonen and Jian Pei and Joshua Zhexue Huang and Xindong Wu}, title = {Learning from Imbalanced Data in Relational Domains: {A} Soft Margin Approach}, booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014, Shenzhen, China, December 14-17, 2014}, pages = {1085--1090}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/ICDM.2014.152}, doi = {10.1109/ICDM.2014.152}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/YangKKKHN14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/NeumannHKKB14, author = {Marion Neumann and Lisa Hallau and Benjamin Klatt and Kristian Kersting and Christian Bauckhage}, title = {Erosion Band Features for Cell Phone Image Based Plant Disease Classification}, booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014, Stockholm, Sweden, August 24-28, 2014}, pages = {3315--3320}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/ICPR.2014.571}, doi = {10.1109/ICPR.2014.571}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/NeumannHKKB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/NatarajanPKKRS14, author = {Sriraam Natarajan and Jose Picado and Tushar Khot and Kristian Kersting and Christopher R{\'{e}} and Jude W. Shavlik}, editor = {Jesse Davis and Jan Ramon}, title = {Effectively Creating Weakly Labeled Training Examples via Approximate Domain Knowledge}, booktitle = {Inductive Logic Programming - 24th International Conference, {ILP} 2014, Nancy, France, September 14-16, 2014, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {9046}, pages = {92--107}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-23708-4\_7}, doi = {10.1007/978-3-319-23708-4\_7}, timestamp = {Sat, 05 Sep 2020 18:04:48 +0200}, biburl = {https://dblp.org/rec/conf/ilp/NatarajanPKKRS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kr/KazemiBKNP14, author = {Seyed Mehran Kazemi and David Buchman and Kristian Kersting and Sriraam Natarajan and David Poole}, editor = {Chitta Baral and Giuseppe De Giacomo and Thomas Eiter}, title = {Relational Logistic Regression}, booktitle = {Principles of Knowledge Representation and Reasoning: Proceedings of the Fourteenth International Conference, {KR} 2014, Vienna, Austria, July 20-24, 2014}, publisher = {{AAAI} Press}, year = {2014}, url = {http://www.aaai.org/ocs/index.php/KR/KR14/paper/view/8013}, timestamp = {Tue, 09 Feb 2021 08:33:43 +0100}, biburl = {https://dblp.org/rec/conf/kr/KazemiBKNP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Hernandez-LobatoSKLQ14, author = {Daniel Hern{\'{a}}ndez{-}Lobato and Viktoriia Sharmanska and Kristian Kersting and Christoph H. Lampert and Novi Quadrianto}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Mind the Nuisance: Gaussian Process Classification using Privileged Noise}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {837--845}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/6e2713a6efee97bacb63e52c54f0ada0-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Hernandez-LobatoSKLQ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sum/PooleBKKN14, author = {David Poole and David Buchman and Seyed Mehran Kazemi and Kristian Kersting and Sriraam Natarajan}, editor = {Umberto Straccia and Andrea Cal{\`{\i}}}, title = {Population Size Extrapolation in Relational Probabilistic Modelling}, booktitle = {Scalable Uncertainty Management - 8th International Conference, {SUM} 2014, Oxford, UK, September 15-17, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8720}, pages = {292--305}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11508-5\_25}, doi = {10.1007/978-3-319-11508-5\_25}, timestamp = {Tue, 14 May 2019 10:00:52 +0200}, biburl = {https://dblp.org/rec/conf/sum/PooleBKKN14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/MladenovGK14, author = {Martin Mladenov and Amir Globerson and Kristian Kersting}, editor = {Nevin L. Zhang and Jin Tian}, title = {Lifted Message Passing as Reparametrization of Graphical Models}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {603--612}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2496\&\#38;proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 11:09:27 +0100}, biburl = {https://dblp.org/rec/conf/uai/MladenovGK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/BauckhageKR14, author = {Christian Bauckhage and Kristian Kersting and Bashir Rastegarpanah}, editor = {Chin{-}Wan Chung and Andrei Z. Broder and Kyuseok Shim and Torsten Suel}, title = {Collective attention to social media evolves according to diffusion models}, booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume}, pages = {223--224}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2567948.2577298}, doi = {10.1145/2567948.2577298}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/BauckhageKR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BauckhageK14, author = {Christian Bauckhage and Kristian Kersting}, title = {Strong Regularities in Growth and Decline of Popularity of Social Media Services}, journal = {CoRR}, volume = {abs/1406.6529}, year = {2014}, url = {http://arxiv.org/abs/1406.6529}, eprinttype = {arXiv}, eprint = {1406.6529}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BauckhageK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Hernandez-LobatoSKLQ14, author = {Daniel Hern{\'{a}}ndez{-}Lobato and Viktoriia Sharmanska and Kristian Kersting and Christoph H. Lampert and Novi Quadrianto}, title = {Mind the Nuisance: Gaussian Process Classification using Privileged Noise}, journal = {CoRR}, volume = {abs/1407.0179}, year = {2014}, url = {http://arxiv.org/abs/1407.0179}, eprinttype = {arXiv}, eprint = {1407.0179}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Hernandez-LobatoSKLQ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KerstingMT14, author = {Kristian Kersting and Martin Mladenov and Pavel Tokmakov}, title = {Relational Linear Programs}, journal = {CoRR}, volume = {abs/1410.3125}, year = {2014}, url = {http://arxiv.org/abs/1410.3125}, eprinttype = {arXiv}, eprint = {1410.3125}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KerstingMT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/NeumannGBK14, author = {Marion Neumann and Roman Garnett and Christian Bauckhage and Kristian Kersting}, title = {Propagation Kernels}, journal = {CoRR}, volume = {abs/1410.3314}, year = {2014}, url = {http://arxiv.org/abs/1410.3314}, eprinttype = {arXiv}, eprint = {1410.3314}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/NeumannGBK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AntanasMNFKSR14, author = {Laura Antanas and Plinio Moreno and Marion Neumann and Rui Pimentel de Figueiredo and Kristian Kersting and Jos{\'{e}} Santos{-}Victor and Luc De Raedt}, title = {High-level Reasoning and Low-level Learning for Grasping: {A} Probabilistic Logic Pipeline}, journal = {CoRR}, volume = {abs/1411.1108}, year = {2014}, url = {http://arxiv.org/abs/1411.1108}, eprinttype = {arXiv}, eprint = {1411.1108}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AntanasMNFKSR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/AgrawalABBCCGGGJJKKKMNOPPPSSS13, author = {Vikas Agrawal and Christopher Archibald and Mehul Bhatt and Hung Bui and Diane J. Cook and Juan Cort{\'{e}}s and Christopher W. Geib and Vibhav Gogate and Hans W. Guesgen and Dietmar Jannach and Michael Johanson and Kristian Kersting and George Dimitri Konidaris and Lars Kotthoff and Martin Michalowski and Sriraam Natarajan and Barry O'Sullivan and Marc Pickett and Vedran Podobnik and David Poole and Lokendra Shastri and Amarda Shehu and Gita Sukthankar}, title = {The {AAAI-13} Conference Workshops}, journal = {{AI} Mag.}, volume = {34}, number = {4}, pages = {9}, year = {2013}, url = {https://doi.org/10.1609/aimag.v34i4.2511}, doi = {10.1609/AIMAG.V34I4.2511}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aim/AgrawalABBCCGGGJJKKKMNOPPPSSS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/BlockeelKNZ13, author = {Hendrik Blockeel and Kristian Kersting and Siegfried Nijssen and Filip Zelezn{\'{y}}}, title = {Guest editor's introduction: special issue of the {ECML} {PKDD} 2013 journal track}, journal = {Data Min. Knowl. Discov.}, volume = {27}, number = {3}, pages = {291--293}, year = {2013}, url = {https://doi.org/10.1007/s10618-013-0332-z}, doi = {10.1007/S10618-013-0332-Z}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/BlockeelKNZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ki/BauckhageK13, author = {Christian Bauckhage and Kristian Kersting}, title = {Can Computers Learn from the Aesthetic Wisdom of the Crowd?}, journal = {K{\"{u}}nstliche Intell.}, volume = {27}, number = {1}, pages = {25--35}, year = {2013}, url = {https://doi.org/10.1007/s13218-012-0232-1}, doi = {10.1007/S13218-012-0232-1}, timestamp = {Tue, 14 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ki/BauckhageK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ki/BauckhageK13a, author = {Christian Bauckhage and Kristian Kersting}, title = {Data Mining and Pattern Recognition in Agriculture}, journal = {K{\"{u}}nstliche Intell.}, volume = {27}, number = {4}, pages = {313--324}, year = {2013}, url = {https://doi.org/10.1007/s13218-013-0273-0}, doi = {10.1007/S13218-013-0273-0}, timestamp = {Tue, 14 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ki/BauckhageK13a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AhmadiKMN13, author = {Babak Ahmadi and Kristian Kersting and Martin Mladenov and Sriraam Natarajan}, title = {Exploiting symmetries for scaling loopy belief propagation and relational training}, journal = {Mach. Learn.}, volume = {92}, number = {1}, pages = {91--132}, year = {2013}, url = {https://doi.org/10.1007/s10994-013-5385-0}, doi = {10.1007/S10994-013-5385-0}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AhmadiKMN13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BlockeelKNZ13, author = {Hendrik Blockeel and Kristian Kersting and Siegfried Nijssen and Filip Zelezn{\'{y}}}, title = {Guest editor's introduction: special issue of the {ECML} {PKDD} 2013 journal track}, journal = {Mach. Learn.}, volume = {93}, number = {1}, pages = {1--3}, year = {2013}, url = {https://doi.org/10.1007/s10994-013-5400-5}, doi = {10.1007/S10994-013-5400-5}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BlockeelKNZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/AhmadiKN13, author = {Babak Ahmadi and Kristian Kersting and Sriraam Natarajan}, title = {MapReduce Lifting for Belief Propagation}, booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2013 {AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013}, series = {{AAAI} Technical Report}, volume = {{WS-13-16}}, publisher = {{AAAI}}, year = {2013}, url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7052}, timestamp = {Tue, 05 Sep 2023 08:59:27 +0200}, biburl = {https://dblp.org/rec/conf/aaai/AhmadiKN13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GogateKNP13, author = {Vibhav Gogate and Kristian Kersting and Sriraam Natarajan and David Poole}, title = {Preface}, booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2013 {AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013}, series = {{AAAI} Technical Report}, volume = {{WS-13-16}}, publisher = {{AAAI}}, year = {2013}, url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7342}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GogateKNP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/HadijiK13, author = {Fabian Hadiji and Kristian Kersting}, editor = {Marie desJardins and Michael L. Littman}, title = {Reduce and Re-Lift: Bootstrapped Lifted Likelihood Maximization for {MAP}}, booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}}, pages = {394--400}, publisher = {{AAAI} Press}, year = {2013}, url = {https://doi.org/10.1609/aaai.v27i1.8647}, doi = {10.1609/AAAI.V27I1.8647}, timestamp = {Mon, 04 Sep 2023 15:56:33 +0200}, biburl = {https://dblp.org/rec/conf/aaai/HadijiK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/HadijiK13a, author = {Fabian Hadiji and Kristian Kersting}, title = {Reduce and Re-Lift: Bootstrapped Lifted Likelihood Maximization for {MAP}}, booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2013 {AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013}, series = {{AAAI} Technical Report}, volume = {{WS-13-16}}, publisher = {{AAAI}}, year = {2013}, url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7053}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/HadijiK13a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MladenovK13, author = {Martin Mladenov and Kristian Kersting}, title = {Lifted Inference via k-Locality}, booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2013 {AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013}, series = {{AAAI} Technical Report}, volume = {{WS-13-16}}, publisher = {{AAAI}}, year = {2013}, url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7076}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MladenovK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/NatarajanPKKRS13, author = {Sriraam Natarajan and Jose Picado and Tushar Khot and Kristian Kersting and Christopher R{\'{e}} and Jude W. Shavlik}, title = {Using Commonsense Knowledge to Automatically Create (Noisy) Training Examples from Text}, booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2013 {AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013}, series = {{AAAI} Technical Report}, volume = {{WS-13-16}}, publisher = {{AAAI}}, year = {2013}, url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7040}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/NatarajanPKKRS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acml/NeumannGK13, author = {Marion Neumann and Roman Garnett and Kristian Kersting}, editor = {Cheng Soon Ong and Tu Bao Ho}, title = {Coinciding Walk Kernels: Parallel Absorbing Random Walks for Learning with Graphs and Few Labels}, booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT, Australia, November 13-15, 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {29}, pages = {357--372}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v29/Neumann13.html}, timestamp = {Wed, 29 May 2019 08:41:47 +0200}, biburl = {https://dblp.org/rec/conf/acml/NeumannGK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iaai/NatarajanKIJC13, author = {Sriraam Natarajan and Kristian Kersting and Edward Hak{-}Sing Ip and David R. Jacobs Jr. and Jeffrey Carr}, editor = {Hector Mu{\~{n}}oz{-}Avila and David J. Stracuzzi}, title = {Early Prediction of Coronary Artery Calcification Levels Using Machine Learning}, booktitle = {Proceedings of the Twenty-Fifth Innovative Applications of Artificial Intelligence Conference, {IAAI} 2013, July 14-18, 2013, Bellevue, Washington, {USA}}, pages = {1557--1562}, publisher = {{AAAI}}, year = {2013}, url = {https://doi.org/10.1609/aaai.v27i2.19001}, doi = {10.1609/AAAI.V27I2.19001}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iaai/NatarajanKIJC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icwsm/BauckhageKH13, author = {Christian Bauckhage and Kristian Kersting and Fabian Hadiji}, editor = {Emre Kiciman and Nicole B. Ellison and Bernie Hogan and Paul Resnick and Ian Soboroff}, title = {Mathematical Models of Fads Explain the Temporal Dynamics of Internet Memes}, booktitle = {Proceedings of the Seventh International Conference on Weblogs and Social Media, {ICWSM} 2013, Cambridge, Massachusetts, USA, July 8-11, 2013}, publisher = {The {AAAI} Press}, year = {2013}, url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM13/paper/view/6022}, timestamp = {Fri, 05 Feb 2021 11:07:18 +0100}, biburl = {https://dblp.org/rec/conf/icwsm/BauckhageKH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/NatarajanOJKKT13, author = {Sriraam Natarajan and Phillip Odom and Saket Joshi and Tushar Khot and Kristian Kersting and Prasad Tadepalli}, editor = {Gerson Zaverucha and V{\'{\i}}tor Santos Costa and Aline Paes}, title = {Accelerating Imitation Learning in Relational Domains via Transfer by Initialization}, booktitle = {Inductive Logic Programming - 23rd International Conference, {ILP} 2013, Rio de Janeiro, Brazil, August 28-30, 2013, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {8812}, pages = {64--75}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-662-44923-3\_5}, doi = {10.1007/978-3-662-44923-3\_5}, timestamp = {Tue, 14 May 2019 10:00:36 +0200}, biburl = {https://dblp.org/rec/conf/ilp/NatarajanOJKKT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pkdd/2013-1, editor = {Hendrik Blockeel and Kristian Kersting and Siegfried Nijssen and Filip Zelezn{\'{y}}}, title = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {8188}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-40988-2}, doi = {10.1007/978-3-642-40988-2}, isbn = {978-3-642-40987-5}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/2013-1.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pkdd/2013-2, editor = {Hendrik Blockeel and Kristian Kersting and Siegfried Nijssen and Filip Zelezn{\'{y}}}, title = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {8189}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-40991-2}, doi = {10.1007/978-3-642-40991-2}, isbn = {978-3-642-40990-5}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/2013-2.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pkdd/2013-3, editor = {Hendrik Blockeel and Kristian Kersting and Siegfried Nijssen and Filip Zelezn{\'{y}}}, title = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {8190}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-40994-3}, doi = {10.1007/978-3-642-40994-3}, isbn = {978-3-642-40993-6}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/2013-3.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1304-7984, author = {Fabian Hadiji and Kristian Kersting and Christian Bauckhage and Babak Ahmadi}, title = {GeoDBLP: Geo-Tagging {DBLP} for Mining the Sociology of Computer Science}, journal = {CoRR}, volume = {abs/1304.7984}, year = {2013}, url = {http://arxiv.org/abs/1304.7984}, eprinttype = {arXiv}, eprint = {1304.7984}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1304-7984.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GroheKMS13, author = {Martin Grohe and Kristian Kersting and Martin Mladenov and Erkal Selman}, title = {Dimension Reduction via Colour Refinement}, journal = {CoRR}, volume = {abs/1307.5697}, year = {2013}, url = {http://arxiv.org/abs/1307.5697}, eprinttype = {arXiv}, eprint = {1307.5697}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GroheKMS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BauckhageK13, author = {Christian Bauckhage and Kristian Kersting}, title = {Efficient Information Theoretic Clustering on Discrete Lattices}, journal = {CoRR}, volume = {abs/1310.7114}, year = {2013}, url = {http://arxiv.org/abs/1310.7114}, eprinttype = {arXiv}, eprint = {1310.7114}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BauckhageK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/ThurauKWB12, author = {Christian Thurau and Kristian Kersting and Mirwaes Wahabzada and Christian Bauckhage}, title = {Descriptive matrix factorization for sustainability Adopting the principle of opposites}, journal = {Data Min. Knowl. Discov.}, volume = {24}, number = {2}, pages = {325--354}, year = {2012}, url = {https://doi.org/10.1007/s10618-011-0216-z}, doi = {10.1007/S10618-011-0216-Z}, timestamp = {Sat, 24 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/datamine/ThurauKWB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/LangTK12, author = {Tobias Lang and Marc Toussaint and Kristian Kersting}, title = {Exploration in relational domains for model-based reinforcement learning}, journal = {J. Mach. Learn. Res.}, volume = {13}, pages = {3725--3768}, year = {2012}, url = {https://dl.acm.org/doi/10.5555/2503308.2503360}, doi = {10.5555/2503308.2503360}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/LangTK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NatarajanKKGS12, author = {Sriraam Natarajan and Tushar Khot and Kristian Kersting and Bernd Gutmann and Jude W. Shavlik}, title = {Gradient-based boosting for statistical relational learning: The relational dependency network case}, journal = {Mach. Learn.}, volume = {86}, number = {1}, pages = {25--56}, year = {2012}, url = {https://doi.org/10.1007/s10994-011-5244-9}, doi = {10.1007/S10994-011-5244-9}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/NatarajanKKGS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pervasive/BauckhageKS12, author = {Christian Bauckhage and Kristian Kersting and Albrecht Schmidt}, title = {Agriculture's Technological Makeover}, journal = {{IEEE} Pervasive Comput.}, volume = {11}, number = {2}, pages = {4--7}, year = {2012}, url = {https://doi.org/10.1109/MPRV.2012.25}, doi = {10.1109/MPRV.2012.25}, timestamp = {Tue, 31 Mar 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pervasive/BauckhageKS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KerstingXWBTRBRLP12, author = {Kristian Kersting and Zhao Xu and Mirwaes Wahabzada and Christian Bauckhage and Christian Thurau and Christoph R{\"{o}}mer and Agim Ballvora and Uwe Rascher and Jens Leon and Lutz Pl{\"{u}}mer}, editor = {J{\"{o}}rg Hoffmann and Bart Selman}, title = {Pre-Symptomatic Prediction of Plant Drought Stress Using Dirichlet-Aggregation Regression on Hyperspectral Images}, booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada}, pages = {302--308}, publisher = {{AAAI} Press}, year = {2012}, url = {https://doi.org/10.1609/aaai.v26i1.8168}, doi = {10.1609/AAAI.V26I1.8168}, timestamp = {Mon, 04 Sep 2023 15:56:47 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KerstingXWBTRBRLP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cig/BauckhageKSTDC12, author = {Christian Bauckhage and Kristian Kersting and Rafet Sifa and Christian Thurau and Anders Drachen and Alessandro Canossa}, title = {How players lose interest in playing a game: An empirical study based on distributions of total playing times}, booktitle = {2012 {IEEE} Conference on Computational Intelligence and Games, {CIG} 2012, Granada, Spain, September 11-14, 2012}, pages = {139--146}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/CIG.2012.6374148}, doi = {10.1109/CIG.2012.6374148}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cig/BauckhageKSTDC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/Kersting12, author = {Kristian Kersting}, editor = {Luc De Raedt and Christian Bessiere and Didier Dubois and Patrick Doherty and Paolo Frasconi and Fredrik Heintz and Peter J. F. Lucas}, title = {Lifted Probabilistic Inference}, booktitle = {{ECAI} 2012 - 20th European Conference on Artificial Intelligence. Including Prestigious Applications of Artificial Intelligence {(PAIS-2012)} System Demonstrations Track, Montpellier, France, August 27-31 , 2012}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {242}, pages = {33--38}, publisher = {{IOS} Press}, year = {2012}, url = {https://doi.org/10.3233/978-1-61499-098-7-33}, doi = {10.3233/978-1-61499-098-7-33}, timestamp = {Mon, 19 Jun 2023 16:36:09 +0200}, biburl = {https://dblp.org/rec/conf/ecai/Kersting12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/XuKB12, author = {Zhao Xu and Kristian Kersting and Christian Bauckhage}, editor = {Mohammed Javeed Zaki and Arno Siebes and Jeffrey Xu Yu and Bart Goethals and Geoffrey I. Webb and Xindong Wu}, title = {Efficient Learning for Hashing Proportional Data}, booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012, Brussels, Belgium, December 10-13, 2012}, pages = {735--744}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/ICDM.2012.142}, doi = {10.1109/ICDM.2012.142}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/XuKB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/NatarajanJSEKMKWM12, author = {Sriraam Natarajan and Saket Joshi and Baidya Nath Saha and Adam Edwards and Tushar Khot and Elizabeth Moody and Kristian Kersting and Christopher T. Whitlow and Joseph A. Maldjian}, title = {A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain}, booktitle = {11th International Conference on Machine Learning and Applications, ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1}, pages = {203--208}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ICMLA.2012.42}, doi = {10.1109/ICMLA.2012.42}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icmla/NatarajanJSEKMKWM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/FierensKDCM12, author = {Daan Fierens and Kristian Kersting and Jesse Davis and Jian Chen and Martin Mladenov}, editor = {Fabrizio Riguzzi and Filip Zelezn{\'{y}}}, title = {Pairwise Markov Logic}, booktitle = {Inductive Logic Programming - 22nd International Conference, {ILP} 2012, Dubrovnik, Croatia, September 17-19, 2012, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {7842}, pages = {58--73}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-38812-5\_5}, doi = {10.1007/978-3-642-38812-5\_5}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ilp/FierensKDCM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZamaniSPK12, author = {Zahra Zamani and Scott Sanner and Pascal Poupart and Kristian Kersting}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {Symbolic Dynamic Programming for Continuous State and Observation POMDPs}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {1403--1411}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/2dea61eed4bceec564a00115c4d21334-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ZamaniSPK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/NeumannPGK12, author = {Marion Neumann and Novi Patricia and Roman Garnett and Kristian Kersting}, editor = {Peter A. Flach and Tijl De Bie and Nello Cristianini}, title = {Efficient Graph Kernels by Randomization}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {7523}, pages = {378--393}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33460-3\_30}, doi = {10.1007/978-3-642-33460-3\_30}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/NeumannPGK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/AhmadiKN12, author = {Babak Ahmadi and Kristian Kersting and Sriraam Natarajan}, editor = {Peter A. Flach and Tijl De Bie and Nello Cristianini}, title = {Lifted Online Training of Relational Models with Stochastic Gradient Methods}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {7523}, pages = {585--600}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33460-3\_43}, doi = {10.1007/978-3-642-33460-3\_43}, timestamp = {Tue, 26 Jun 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/AhmadiKN12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/KerstingBTW12, author = {Kristian Kersting and Christian Bauckhage and Christian Thurau and Mirwaes Wahabzada}, editor = {Peter A. Flach and Tijl De Bie and Nello Cristianini}, title = {Matrix Factorization as Search}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {7524}, pages = {850--853}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33486-3\_62}, doi = {10.1007/978-3-642-33486-3\_62}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/KerstingBTW12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KerstingWRTBRLBP12, author = {Kristian Kersting and Mirwaes Wahabzada and Christoph R{\"{o}}mer and Christian Thurau and Agim Ballvora and Uwe Rascher and Jens Leon and Christian Bauckhage and Lutz Pl{\"{u}}mer}, title = {Simplex Distributions for Embedding Data Matrices over Time}, booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012}, pages = {295--306}, publisher = {{SIAM} / Omnipress}, year = {2012}, url = {https://doi.org/10.1137/1.9781611972825.26}, doi = {10.1137/1.9781611972825.26}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KerstingWRTBRLBP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ThurauKB12, author = {Christian Thurau and Kristian Kersting and Christian Bauckhage}, title = {Deterministic {CUR} for Improved Large-Scale Data Analysis: An Empirical Study}, booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012}, pages = {684--695}, publisher = {{SIAM} / Omnipress}, year = {2012}, url = {https://doi.org/10.1137/1.9781611972825.59}, doi = {10.1137/1.9781611972825.59}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ThurauKB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/starai/FierensK12, author = {Daan Fierens and Kristian Kersting}, editor = {Henry A. Kautz and Kristian Kersting and Sriraam Natarajan and David Poole}, title = {From Lifted Inference to Lifted Models}, booktitle = {2nd International Workshop on Statistical Relational {AI} (StaRAI-12), held at the Uncertainty in Artificial Intelligence Conference {(UAI} 2012), Catalina Island, CA, USA, August 18, 2012}, year = {2012}, url = {https://starai.cs.kuleuven.be/2012/accepted/fierens.pdf}, timestamp = {Thu, 10 Nov 2022 14:49:26 +0100}, biburl = {https://dblp.org/rec/conf/starai/FierensK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/starai/NatarajanOJKKT12, author = {Sriraam Natarajan and Phillip Odom and Saket Joshi and Tushar Khot and Kristian Kersting and Prasad Tadepalli}, editor = {Henry A. Kautz and Kristian Kersting and Sriraam Natarajan and David Poole}, title = {Accelarating Imitation Learning in Relational Domains via Transfer by Initialization}, booktitle = {2nd International Workshop on Statistical Relational {AI} (StaRAI-12), held at the Uncertainty in Artificial Intelligence Conference {(UAI} 2012), Catalina Island, CA, USA, August 18, 2012}, year = {2012}, url = {https://starai.cs.kuleuven.be/2012/accepted/natarajan.pdf}, timestamp = {Thu, 10 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/starai/NatarajanOJKKT12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/starai/PooleBNK12, author = {David Poole and David Buchman and Sriraam Natarajan and Kristian Kersting}, editor = {Henry A. Kautz and Kristian Kersting and Sriraam Natarajan and David Poole}, title = {Aggregation and Population Growth: The Relational Logistic Regression and Markov Logic Cases}, booktitle = {2nd International Workshop on Statistical Relational {AI} (StaRAI-12), held at the Uncertainty in Artificial Intelligence Conference {(UAI} 2012), Catalina Island, CA, USA, August 18, 2012}, year = {2012}, url = {https://starai.cs.kuleuven.be/2012/accepted/poole.pdf}, timestamp = {Thu, 10 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/starai/PooleBNK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/WahabzadaKBRBPRLP12, author = {Mirwaes Wahabzada and Kristian Kersting and Christian Bauckhage and Christoph R{\"{o}}mer and Agim Ballvora and Francisco Pinto and Uwe Rascher and Jens Leon and Lutz Ploemer}, editor = {Nando de Freitas and Kevin P. Murphy}, title = {Latent Dirichlet Allocation Uncovers Spectral Characteristics of Drought Stressed Plants}, booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, USA, August 14-18, 2012}, pages = {852--862}, publisher = {{AUAI} Press}, year = {2012}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2351\&\#38;proceeding\_id=28}, timestamp = {Mon, 23 Nov 2020 08:36:48 +0100}, biburl = {https://dblp.org/rec/conf/uai/WahabzadaKBRBPRLP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/MladenovAK12, author = {Martin Mladenov and Babak Ahmadi and Kristian Kersting}, editor = {Neil D. Lawrence and Mark A. Girolami}, title = {Lifted Linear Programming}, booktitle = {Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands, Spain, April 21-23, 2012}, series = {{JMLR} Proceedings}, volume = {22}, pages = {788--797}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v22/mladenov12.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MladenovAK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/SchieggNK12, author = {Martin Schiegg and Marion Neumann and Kristian Kersting}, editor = {Neil D. Lawrence and Mark A. Girolami}, title = {Markov Logic Mixtures of Gaussian Processes: Towards Machines Reading Regression Data}, booktitle = {Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands, Spain, April 21-23, 2012}, series = {{JMLR} Proceedings}, volume = {22}, pages = {1002--1011}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v22/schiegg12.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/SchieggNK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/stairs/2012, editor = {Kristian Kersting and Marc Toussaint}, title = {{STAIRS} 2012 - Proceedings of the Sixth Starting {AI} Researchers' Symposium, Montpellier, France, 27-28 August 2012}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {241}, publisher = {{IOS} Press}, year = {2012}, url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=31509}, isbn = {978-1-61499-095-6}, timestamp = {Tue, 23 Oct 2012 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/stairs/2012.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1205-2637, author = {Kristian Kersting and Babak Ahmadi and Sriraam Natarajan}, title = {Counting Belief Propagation}, journal = {CoRR}, volume = {abs/1205.2637}, year = {2012}, url = {http://arxiv.org/abs/1205.2637}, eprinttype = {arXiv}, eprint = {1205.2637}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1205-2637.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1207-1353, author = {Kristian Kersting and Tapani Raiko}, title = {'Say EM' for Selecting Probabilistic Models for Logical Sequences}, journal = {CoRR}, volume = {abs/1207.1353}, year = {2012}, url = {http://arxiv.org/abs/1207.1353}, eprinttype = {arXiv}, eprint = {1207.1353}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1207-1353.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1207-6324, author = {Hendrik Blockeel and Kristian Kersting and Siegfried Nijssen and Filip Zelezn{\'{y}}}, title = {A Revised Publication Model for {ECML} {PKDD}}, journal = {CoRR}, volume = {abs/1207.6324}, year = {2012}, url = {http://arxiv.org/abs/1207.6324}, eprinttype = {arXiv}, eprint = {1207.6324}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1207-6324.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1210-4919, author = {Mirwaes Wahabzada and Kristian Kersting and Christian Bauckhage and Christoph R{\"{o}}mer and Agim Ballvora and Francisco Pinto and Uwe Rascher and Jens Leon and Lutz Ploemer}, title = {Latent Dirichlet Allocation Uncovers Spectral Characteristics of Drought Stressed Plants}, journal = {CoRR}, volume = {abs/1210.4919}, year = {2012}, url = {http://arxiv.org/abs/1210.4919}, eprinttype = {arXiv}, eprint = {1210.4919}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1210-4919.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/JoshiKK11, author = {Saket Joshi and Kristian Kersting and Roni Khardon}, title = {Decision-theoretic planning with generalized first-order decision diagrams}, journal = {Artif. Intell.}, volume = {175}, number = {18}, pages = {2198--2222}, year = {2011}, url = {https://doi.org/10.1016/j.artint.2011.09.001}, doi = {10.1016/J.ARTINT.2011.09.001}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/JoshiKK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/computer/SchmidtLK11, author = {Albrecht Schmidt and Marc Langheinrich and Kristian Kersting}, title = {Perception beyond the Here and Now}, journal = {Computer}, volume = {44}, number = {2}, pages = {86--88}, year = {2011}, url = {https://doi.org/10.1109/MC.2011.54}, doi = {10.1109/MC.2011.54}, timestamp = {Wed, 12 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/computer/SchmidtLK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/ThurauKWB11, author = {Christian Thurau and Kristian Kersting and Mirwaes Wahabzada and Christian Bauckhage}, title = {Convex non-negative matrix factorization for massive datasets}, journal = {Knowl. Inf. Syst.}, volume = {29}, number = {2}, pages = {457--478}, year = {2011}, url = {https://doi.org/10.1007/s10115-010-0352-6}, doi = {10.1007/S10115-010-0352-6}, timestamp = {Sat, 24 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kais/ThurauKWB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BlockeelBRDKY11, author = {Hendrik Blockeel and Karsten M. Borgwardt and Luc De Raedt and Pedro M. Domingos and Kristian Kersting and Xifeng Yan}, title = {Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning}, journal = {Mach. Learn.}, volume = {83}, number = {2}, pages = {133--135}, year = {2011}, url = {https://doi.org/10.1007/s10994-010-5195-6}, doi = {10.1007/S10994-010-5195-6}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BlockeelBRDKY11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/NeumannAK11, author = {Marion Neumann and Babak Ahmadi and Kristian Kersting}, editor = {Wolfram Burgard and Dan Roth}, title = {Markov Logic Sets: Towards Lifted Information Retrieval Using PageRank and Label Propagation}, booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2011, San Francisco, California, USA, August 7-11, 2011}, pages = {447--452}, publisher = {{AAAI} Press}, year = {2011}, url = {https://doi.org/10.1609/aaai.v25i1.7906}, doi = {10.1609/AAAI.V25I1.7906}, timestamp = {Mon, 04 Sep 2023 16:05:54 +0200}, biburl = {https://dblp.org/rec/conf/aaai/NeumannAK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/WahabzadaKPB11, author = {Mirwaes Wahabzada and Kristian Kersting and Anja Pilz and Christian Bauckhage}, editor = {Craig Macdonald and Iadh Ounis and Ian Ruthven}, title = {More influence means less work: fast latent dirichlet allocation by influence scheduling}, booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011}, pages = {2273--2276}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2063576.2063944}, doi = {10.1145/2063576.2063944}, timestamp = {Sat, 24 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/WahabzadaKPB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ewrl/Kersting11, author = {Kristian Kersting}, editor = {Scott Sanner and Marcus Hutter}, title = {Invited Talk: Increasing Representational Power and Scaling Inference in Reinforcement Learning}, booktitle = {Recent Advances in Reinforcement Learning - 9th European Workshop, {EWRL} 2011, Athens, Greece, September 9-11, 2011, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {7188}, pages = {2}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-29946-9\_2}, doi = {10.1007/978-3-642-29946-9\_2}, timestamp = {Tue, 14 May 2019 10:00:48 +0200}, biburl = {https://dblp.org/rec/conf/ewrl/Kersting11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gis/JawadKA11, author = {Ahmed Jawad and Kristian Kersting and Natalia V. Andrienko}, editor = {Isabel F. Cruz and Divyakant Agrawal and Christian S. Jensen and Eyal Ofek and Egemen Tanin}, title = {Where traffic meets {DNA:} mobility mining using biological sequence analysis revisited}, booktitle = {19th {ACM} {SIGSPATIAL} International Symposium on Advances in Geographic Information Systems, {ACM-GIS} 2011, November 1-4, 2011, Chicago, IL, USA, Proceedings}, pages = {357--360}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2093973.2094022}, doi = {10.1145/2093973.2094022}, timestamp = {Thu, 26 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/gis/JawadKA11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/KhotNKS11, author = {Tushar Khot and Sriraam Natarajan and Kristian Kersting and Jude W. Shavlik}, editor = {Diane J. Cook and Jian Pei and Wei Wang and Osmar R. Za{\"{\i}}ane and Xindong Wu}, title = {Learning Markov Logic Networks via Functional Gradient Boosting}, booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011, Vancouver, BC, Canada, December 11-14, 2011}, pages = {320--329}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICDM.2011.87}, doi = {10.1109/ICDM.2011.87}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/KhotNKS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/XuK11, author = {Zhao Xu and Kristian Kersting}, editor = {Diane J. Cook and Jian Pei and Wei Wang and Osmar R. Za{\"{\i}}ane and Xindong Wu}, title = {Multi-task Learning with Task Relations}, booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011, Vancouver, BC, Canada, December 11-14, 2011}, pages = {884--893}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICDM.2011.108}, doi = {10.1109/ICDM.2011.108}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/XuK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/AhmadiKS11, author = {Babak Ahmadi and Kristian Kersting and Scott Sanner}, editor = {Toby Walsh}, title = {Multi-Evidence Lifted Message Passing, with Application to PageRank and the Kalman Filter}, booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011}, pages = {1152--1158}, publisher = {{IJCAI/AAAI}}, year = {2011}, url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-197}, doi = {10.5591/978-1-57735-516-8/IJCAI11-197}, timestamp = {Tue, 20 Aug 2019 16:16:04 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/AhmadiKS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/NatarajanJTKS11, author = {Sriraam Natarajan and Saket Joshi and Prasad Tadepalli and Kristian Kersting and Jude W. Shavlik}, editor = {Toby Walsh}, title = {Imitation Learning in Relational Domains: {A} Functional-Gradient Boosting Approach}, booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011}, pages = {1414--1420}, publisher = {{IJCAI/AAAI}}, year = {2011}, url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-239}, doi = {10.5591/978-1-57735-516-8/IJCAI11-239}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/NatarajanJTKS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ki/HadijiAK11, author = {Fabian Hadiji and Babak Ahmadi and Kristian Kersting}, editor = {Joscha Bach and Stefan Edelkamp}, title = {Efficient Sequential Clamping for Lifted Message Passing}, booktitle = {{KI} 2011: Advances in Artificial Intelligence, 34th Annual German Conference on AI, Berlin, Germany, October 4-7,2011. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7006}, pages = {122--133}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-24455-1\_11}, doi = {10.1007/978-3-642-24455-1\_11}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/ki/HadijiAK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lwa/AhmadiMKS11, author = {Babak Ahmadi and Martin Mladenov and Kristian Kersting and Scott Sanner}, editor = {Myra Spiliopoulou and Andreas N{\"{u}}rnberger and Ren{\'{e}} Schult}, title = {On Lifted PageRank, Kalman Filter and Towards Lifted Linear Program Solving}, booktitle = {Report of the symposium "Lernen, Wissen, Adaptivit{\"{a}}t 2011" of the {GI} special interest groups KDML, {IR} and WM, {LWA} 2011, Magdeburg, 28.-30.September 2011}, pages = {35--42}, publisher = {Fakult{\"{a}}t f{\"{u}}r Informatik, Otto-von-Guericke-Universit{\"{a}}t Magdeburg}, year = {2011}, timestamp = {Tue, 14 Feb 2023 10:59:16 +0100}, biburl = {https://dblp.org/rec/conf/lwa/AhmadiMKS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lwa/JawadKA11, author = {Ahmed Jawad and Kristian Kersting and Natalia V. Andrienko}, editor = {Myra Spiliopoulou and Andreas N{\"{u}}rnberger and Ren{\'{e}} Schult}, title = {Biological Sequence Analysis meets Mobility Mining}, booktitle = {Report of the symposium "Lernen, Wissen, Adaptivit{\"{a}}t 2011" of the {GI} special interest groups KDML, {IR} and WM, {LWA} 2011, Magdeburg, 28.-30.September 2011}, pages = {73--80}, publisher = {Fakult{\"{a}}t f{\"{u}}r Informatik, Otto-von-Guericke-Universit{\"{a}}t Magdeburg}, year = {2011}, timestamp = {Thu, 26 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/lwa/JawadKA11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lwa/AhmadiZHK11, author = {Babak Ahmadi and Salah Zayakh and Fabian Hadiji and Kristian Kersting}, editor = {Myra Spiliopoulou and Andreas N{\"{u}}rnberger and Ren{\'{e}} Schult}, title = {O Scientist, Where Art Thou? Affiliation Propagation for Geo-Referencing Scientific Publications}, booktitle = {Report of the symposium "Lernen, Wissen, Adaptivit{\"{a}}t 2011" of the {GI} special interest groups KDML, {IR} and WM, {LWA} 2011, Magdeburg, 28.-30.September 2011}, pages = {133--136}, publisher = {Fakult{\"{a}}t f{\"{u}}r Informatik, Otto-von-Guericke-Universit{\"{a}}t Magdeburg}, year = {2011}, timestamp = {Mon, 28 Sep 2015 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/lwa/AhmadiZHK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/WahabzadaK11, author = {Mirwaes Wahabzada and Kristian Kersting}, editor = {Dimitrios Gunopulos and Thomas Hofmann and Donato Malerba and Michalis Vazirgiannis}, title = {Larger Residuals, Less Work: Active Document Scheduling for Latent Dirichlet Allocation}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {6913}, pages = {475--490}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-23808-6\_31}, doi = {10.1007/978-3-642-23808-6\_31}, timestamp = {Thu, 28 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/WahabzadaK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1109-2148, author = {Luc De Raedt and Kristian Kersting and Tapani Raiko}, title = {Logical Hidden Markov Models}, journal = {CoRR}, volume = {abs/1109.2148}, year = {2011}, url = {http://arxiv.org/abs/1109.2148}, eprinttype = {arXiv}, eprint = {1109.2148}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1109-2148.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/AhaBBGDEGGGHIJKKKLMMNPRRRRSSSTMHMN10, author = {David W. Aha and Mark S. Boddy and Vadim Bulitko and Artur S. d'Avila Garcez and Prashant Doshi and Stefan Edelkamp and Christopher W. Geib and Piotr J. Gmytrasiewicz and Robert P. Goldman and Pascal Hitzler and Charles L. Isbell Jr. and Darsana P. Josyula and Leslie Pack Kaelbling and Kristian Kersting and Maithilee Kunda and Lu{\'{\i}}s C. Lamb and Bhaskara Marthi and Keith McGreggor and Vivi Nastase and Gregory M. Provan and Anita Raja and Ashwin Ram and Mark O. Riedl and Stuart Russell and Ashish Sabharwal and Jan{-}Georg Smaus and Gita Sukthankar and Karl Tuyls and Ron van der Meyden and Alon Y. Halevy and Lilyana Mihalkova and Sriraam Natarajan}, title = {Reports of the {AAAI} 2010 Conference Workshops}, journal = {{AI} Mag.}, volume = {31}, number = {4}, pages = {95--108}, year = {2010}, url = {https://doi.org/10.1609/aimag.v31i4.2318}, doi = {10.1609/AIMAG.V31I4.2318}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aim/AhaBBGDEGGGHIJKKKLMMNPRRRRSSSTMHMN10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/HadijiKA10, author = {Fabian Hadiji and Kristian Kersting and Babak Ahmadi}, title = {Lifted Message Passing for Satisfiability}, booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2010 {AAAI} Workshop, Atlanta, Georgia, USA, July 12, 2010}, series = {{AAAI} Technical Report}, volume = {{WS-10-06}}, publisher = {{AAAI}}, year = {2010}, url = {http://aaai.org/ocs/index.php/WS/AAAIW10/paper/view/1975}, timestamp = {Tue, 05 Sep 2023 08:59:27 +0200}, biburl = {https://dblp.org/rec/conf/aaai/HadijiKA10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KerstingMHA10, author = {Kristian Kersting and Youssef El Massaoudi and Fabian Hadiji and Babak Ahmadi}, editor = {Maria Fox and David Poole}, title = {Informed Lifting for Message-Passing}, booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010}, pages = {1181--1186}, publisher = {{AAAI} Press}, year = {2010}, url = {https://doi.org/10.1609/aaai.v24i1.7759}, doi = {10.1609/AAAI.V24I1.7759}, timestamp = {Mon, 04 Sep 2023 16:23:45 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KerstingMHA10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/NatarajanKLTKS10, author = {Sriraam Natarajan and Tushar Khot and Daniel Lowd and Prasad Tadepalli and Kristian Kersting and Jude W. Shavlik}, title = {Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models}, booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2010 {AAAI} Workshop, Atlanta, Georgia, USA, July 12, 2010}, series = {{AAAI} Technical Report}, volume = {{WS-10-06}}, publisher = {{AAAI}}, year = {2010}, url = {http://aaai.org/ocs/index.php/WS/AAAIW10/paper/view/2020}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/NatarajanKLTKS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/SannerK10, author = {Scott Sanner and Kristian Kersting}, editor = {Maria Fox and David Poole}, title = {Symbolic Dynamic Programming for First-order POMDPs}, booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010}, pages = {1140--1146}, publisher = {{AAAI} Press}, year = {2010}, url = {https://doi.org/10.1609/aaai.v24i1.7747}, doi = {10.1609/AAAI.V24I1.7747}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/SannerK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aips/JoshiKK10, author = {Saket Joshi and Kristian Kersting and Roni Khardon}, editor = {Ronen I. Brafman and Hector Geffner and J{\"{o}}rg Hoffmann and Henry A. Kautz}, title = {Self-Taught Decision Theoretic Planning with First Order Decision Diagrams}, booktitle = {Proceedings of the 20th International Conference on Automated Planning and Scheduling, {ICAPS} 2010, Toronto, Ontario, Canada, May 12-16, 2010}, pages = {89--96}, publisher = {{AAAI}}, year = {2010}, url = {http://www.aaai.org/ocs/index.php/ICAPS/ICAPS10/paper/view/1433}, timestamp = {Thu, 31 Jul 2014 11:17:14 +0200}, biburl = {https://dblp.org/rec/conf/aips/JoshiKK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/ThurauKB10, author = {Christian Thurau and Kristian Kersting and Christian Bauckhage}, editor = {Jimmy X. Huang and Nick Koudas and Gareth J. F. Jones and Xindong Wu and Kevyn Collins{-}Thompson and Aijun An}, title = {Yes we can: simplex volume maximization for descriptive web-scale matrix factorization}, booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30, 2010}, pages = {1785--1788}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1871437.1871729}, doi = {10.1145/1871437.1871729}, timestamp = {Wed, 03 Aug 2022 15:48:33 +0200}, biburl = {https://dblp.org/rec/conf/cikm/ThurauKB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gis/JawadK10, author = {Ahmed Jawad and Kristian Kersting}, editor = {Divyakant Agrawal and Pusheng Zhang and Amr El Abbadi and Mohamed F. Mokbel}, title = {Kernelized map matching}, booktitle = {18th {ACM} {SIGSPATIAL} International Symposium on Advances in Geographic Information Systems, {ACM-GIS} 2010, November 3-5, 2010, San Jose, CA, USA, Proceedings}, pages = {454--457}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1869790.1869860}, doi = {10.1145/1869790.1869860}, timestamp = {Thu, 26 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/gis/JawadK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/NatarajanKJTKS10, author = {Sriraam Natarajan and Gautam Kunapuli and Kshitij Judah and Prasad Tadepalli and Kristian Kersting and Jude W. Shavlik}, editor = {Sorin Draghici and Taghi M. Khoshgoftaar and Vasile Palade and Witold Pedrycz and M. Arif Wani and Xingquan Zhu}, title = {Multi-Agent Inverse Reinforcement Learning}, booktitle = {The Ninth International Conference on Machine Learning and Applications, {ICMLA} 2010, Washington, DC, USA, 12-14 December 2010}, pages = {395--400}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/ICMLA.2010.65}, doi = {10.1109/ICMLA.2010.65}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmla/NatarajanKJTKS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/BehleyKSSC10, author = {Jens Behley and Kristian Kersting and Dirk Schulz and Volker Steinhage and Armin B. Cremers}, title = {Learning to hash logistic regression for fast 3D scan point classification}, booktitle = {2010 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, October 18-22, 2010, Taipei, Taiwan}, pages = {5960--5965}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/IROS.2010.5650093}, doi = {10.1109/IROS.2010.5650093}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iros/BehleyKSSC10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lwa/AhmadiKH10, author = {Babak Ahmadi and Kristian Kersting and Fabian Hadiji}, editor = {Martin Atzmueller and Dominik Benz and Andreas Hotho and Gerd Stumme}, title = {Lifted Conditioning for Pairwise Marginals and Beyond}, booktitle = {{LWA} 2010 - Lernen, Wissen {\&} Adaptivit{\"{a}}t, Workshop Proceedings, Kassel, 4.-6. Oktober 2010}, pages = {13--18}, year = {2010}, url = {http://www.kde.cs.uni-kassel.de/conf/lwa10/papers/kdml4.pdf}, timestamp = {Thu, 12 Mar 2020 11:39:39 +0100}, biburl = {https://dblp.org/rec/conf/lwa/AhmadiKH10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lwa/JawadK10, author = {Ahmed Jawad and Kristian Kersting}, editor = {Martin Atzmueller and Dominik Benz and Andreas Hotho and Gerd Stumme}, title = {Kernelized Map Matching for noisy trajectories}, booktitle = {{LWA} 2010 - Lernen, Wissen {\&} Adaptivit{\"{a}}t, Workshop Proceedings, Kassel, 4.-6. Oktober 2010}, pages = {89--96}, year = {2010}, url = {http://www.kde.cs.uni-kassel.de/conf/lwa10/papers/kdml10.pdf}, timestamp = {Thu, 26 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/lwa/JawadK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lwa/KerstingWTB10, author = {Kristian Kersting and Mirwaes Wahabzada and Christian Thurau and Christian Bauckhage}, editor = {Martin Atzmueller and Dominik Benz and Andreas Hotho and Gerd Stumme}, title = {Convex {NMF} on Non-Convex Massiv Data}, booktitle = {{LWA} 2010 - Lernen, Wissen {\&} Adaptivit{\"{a}}t, Workshop Proceedings, Kassel, 4.-6. Oktober 2010}, pages = {97--104}, year = {2010}, url = {http://www.kde.cs.uni-kassel.de/conf/lwa10/papers/kdml5.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/lwa/KerstingWTB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mir/QuadriantoKTB10, author = {Novi Quadrianto and Kristian Kersting and Tinne Tuytelaars and Wray L. Buntine}, editor = {James Ze Wang and Nozha Boujemaa and Nuria Oliver Ramirez and Apostol Natsev}, title = {Beyond 2D-grids: a dependence maximization view on image browsing}, booktitle = {Proceedings of the 11th {ACM} {SIGMM} International Conference on Multimedia Information Retrieval, {MIR} 2010, Philadelphia, Pennsylvania, USA, March 29-31, 2010}, pages = {339--348}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1743384.1743440}, doi = {10.1145/1743384.1743440}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mir/QuadriantoKTB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LangTK10, author = {Tobias Lang and Marc Toussaint and Kristian Kersting}, editor = {Jos{\'{e}} L. Balc{\'{a}}zar and Francesco Bonchi and Aristides Gionis and Mich{\`{e}}le Sebag}, title = {Exploration in Relational Worlds}, booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, {ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {6322}, pages = {178--194}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15883-4\_12}, doi = {10.1007/978-3-642-15883-4\_12}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/LangTK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/WahabzadaXK10, author = {Mirwaes Wahabzada and Zhao Xu and Kristian Kersting}, editor = {Jos{\'{e}} L. Balc{\'{a}}zar and Francesco Bonchi and Aristides Gionis and Mich{\`{e}}le Sebag}, title = {Topic Models Conditioned on Relations}, booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, {ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {6323}, pages = {402--417}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15939-8\_26}, doi = {10.1007/978-3-642-15939-8\_26}, timestamp = {Fri, 25 Dec 2020 01:15:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/WahabzadaXK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/NatarajanKLTKS10, author = {Sriraam Natarajan and Tushar Khot and Daniel Lowd and Prasad Tadepalli and Kristian Kersting and Jude W. Shavlik}, editor = {Jos{\'{e}} L. Balc{\'{a}}zar and Francesco Bonchi and Aristides Gionis and Mich{\`{e}}le Sebag}, title = {Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models}, booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, {ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {6322}, pages = {434--450}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15883-4\_28}, doi = {10.1007/978-3-642-15883-4\_28}, timestamp = {Tue, 26 Jun 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/NatarajanKLTKS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/XuKJ10, author = {Zhao Xu and Kristian Kersting and Thorsten Joachims}, editor = {Jos{\'{e}} L. Balc{\'{a}}zar and Francesco Bonchi and Aristides Gionis and Mich{\`{e}}le Sebag}, title = {Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes}, booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, {ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {6323}, pages = {499--514}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15939-8\_32}, doi = {10.1007/978-3-642-15939-8\_32}, timestamp = {Tue, 26 Jun 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/XuKJ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/KerstingWTB10, author = {Kristian Kersting and Mirwaes Wahabzada and Christian Thurau and Christian Bauckhage}, editor = {Masashi Sugiyama and Qiang Yang}, title = {Hierarchical Convex {NMF} for Clustering Massive Data}, booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML} 2010, Tokyo, Japan, November 8-10, 2010}, series = {{JMLR} Proceedings}, volume = {13}, pages = {253--268}, publisher = {JMLR.org}, year = {2010}, url = {http://proceedings.mlr.press/v13/kersting10a.html}, timestamp = {Wed, 29 May 2019 08:41:47 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/KerstingWTB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/daglib/p/RaedtKGKCT10, author = {Luc De Raedt and Angelika Kimmig and Bernd Gutmann and Kristian Kersting and V{\'{\i}}tor Santos Costa and Hannu Toivonen}, editor = {Saso Dzeroski and Bart Goethals and Pance Panov}, title = {Probabilistic Inductive Querying Using ProbLog}, booktitle = {Inductive Databases and Constraint-Based Data Mining}, pages = {229--262}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-1-4419-7738-0\_10}, doi = {10.1007/978-1-4419-7738-0\_10}, timestamp = {Sat, 09 Apr 2022 12:20:03 +0200}, biburl = {https://dblp.org/rec/books/daglib/p/RaedtKGKCT10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/starai/2012, editor = {Henry A. Kautz and Kristian Kersting and Sriraam Natarajan and David Poole}, title = {2nd International Workshop on Statistical Relational {AI} (StaRAI-12), held at the Uncertainty in Artificial Intelligence Conference {(UAI} 2012), Catalina Island, CA, USA, August 18, 2012}, year = {2010}, url = {https://starai.cs.kuleuven.be/2012/papers.htm}, timestamp = {Thu, 10 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/starai/2012.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/ml/QuadriantoKX10, author = {Novi Quadrianto and Kristian Kersting and Zhao Xu}, editor = {Claude Sammut and Geoffrey I. Webb}, title = {Gaussian Process}, booktitle = {Encyclopedia of Machine Learning}, pages = {428--439}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-0-387-30164-8\_324}, doi = {10.1007/978-0-387-30164-8\_324}, timestamp = {Wed, 14 Nov 2018 10:51:34 +0100}, biburl = {https://dblp.org/rec/reference/ml/QuadriantoKX10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/ml/RaedtK10, author = {Luc De Raedt and Kristian Kersting}, editor = {Claude Sammut and Geoffrey I. Webb}, title = {Statistical Relational Learning}, booktitle = {Encyclopedia of Machine Learning}, pages = {916--924}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-0-387-30164-8\_786}, doi = {10.1007/978-0-387-30164-8\_786}, timestamp = {Wed, 12 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/reference/ml/RaedtK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/ml/SannerK10, author = {Scott Sanner and Kristian Kersting}, editor = {Claude Sammut and Geoffrey I. Webb}, title = {Symbolic Dynamic Programming}, booktitle = {Encyclopedia of Machine Learning}, pages = {946--954}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-0-387-30164-8\_806}, doi = {10.1007/978-0-387-30164-8\_806}, timestamp = {Wed, 12 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/reference/ml/SannerK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jfr/PlagemannMPKRB09, author = {Christian Plagemann and Sebastian Mischke and Sam Prentice and Kristian Kersting and Nicholas Roy and Wolfram Burgard}, title = {A Bayesian regression approach to terrain mapping and an application to legged robot locomotion}, journal = {J. Field Robotics}, volume = {26}, number = {10}, pages = {789--811}, year = {2009}, url = {https://doi.org/10.1002/rob.20308}, doi = {10.1002/ROB.20308}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jfr/PlagemannMPKRB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/NeumannKXS09, author = {Marion Neumann and Kristian Kersting and Zhao Xu and Daniel Schulz}, editor = {Wei Wang and Hillol Kargupta and Sanjay Ranka and Philip S. Yu and Xindong Wu}, title = {Stacked Gaussian Process Learning}, booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009}, pages = {387--396}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDM.2009.56}, doi = {10.1109/ICDM.2009.56}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/NeumannKXS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ThurauKB09, author = {Christian Thurau and Kristian Kersting and Christian Bauckhage}, editor = {Wei Wang and Hillol Kargupta and Sanjay Ranka and Philip S. Yu and Xindong Wu}, title = {Convex Non-negative Matrix Factorization in the Wild}, booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009}, pages = {523--532}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDM.2009.55}, doi = {10.1109/ICDM.2009.55}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ThurauKB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/QuadriantoKRCB09, author = {Novi Quadrianto and Kristian Kersting and Mark D. Reid and Tib{\'{e}}rio S. Caetano and Wray L. Buntine}, editor = {Wei Wang and Hillol Kargupta and Sanjay Ranka and Philip S. Yu and Xindong Wu}, title = {Kernel Conditional Quantile Estimation via Reduction Revisited}, booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009}, pages = {938--943}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDM.2009.82}, doi = {10.1109/ICDM.2009.82}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/QuadriantoKRCB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/XuKT09, author = {Zhao Xu and Kristian Kersting and Volker Tresp}, editor = {Craig Boutilier}, title = {Multi-Relational Learning with Gaussian Processes}, booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, USA, July 11-17, 2009}, pages = {1309--1314}, year = {2009}, url = {http://ijcai.org/Proceedings/09/Papers/220.pdf}, timestamp = {Tue, 20 Aug 2019 16:16:40 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/XuKT09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/JoshiKK09, author = {Saket Joshi and Kristian Kersting and Roni Khardon}, editor = {Craig Boutilier}, title = {Generalized First Order Decision Diagrams for First Order Markov Decision Processes}, booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, USA, July 11-17, 2009}, pages = {1916--1921}, year = {2009}, url = {http://ijcai.org/Proceedings/09/Papers/317.pdf}, timestamp = {Tue, 20 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/JoshiKK09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/SchulzKK09, author = {Hannes Schulz and Kristian Kersting and Andreas Karwath}, editor = {Luc De Raedt}, title = {ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries}, booktitle = {Inductive Logic Programming, 19th International Conference, {ILP} 2009, Leuven, Belgium, July 02-04, 2009. Revised Papers}, series = {Lecture Notes in Computer Science}, volume = {5989}, pages = {209--216}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-13840-9\_20}, doi = {10.1007/978-3-642-13840-9\_20}, timestamp = {Sun, 25 Oct 2020 23:05:34 +0100}, biburl = {https://dblp.org/rec/conf/ilp/SchulzKK09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/KerstingX09, author = {Kristian Kersting and Zhao Xu}, editor = {Wray L. Buntine and Marko Grobelnik and Dunja Mladenic and John Shawe{-}Taylor}, title = {Learning Preferences with Hidden Common Cause Relations}, booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, {ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {5781}, pages = {676--691}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-04180-8\_61}, doi = {10.1007/978-3-642-04180-8\_61}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/KerstingX09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/KerstingAN09, author = {Kristian Kersting and Babak Ahmadi and Sriraam Natarajan}, editor = {Jeff A. Bilmes and Andrew Y. Ng}, title = {Counting Belief Propagation}, booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009}, pages = {277--284}, publisher = {{AUAI} Press}, year = {2009}, url = {https://www.auai.org/uai2009/papers/UAI2009\_0177\_339300357a8dff9d0c77c70398c832a4.pdf}, timestamp = {Tue, 25 Oct 2022 12:03:45 +0200}, biburl = {https://dblp.org/rec/conf/uai/KerstingAN09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/amai/JaegerGK08, author = {Manfred Jaeger and Lise Getoor and Kristian Kersting}, title = {Preface}, journal = {Ann. Math. Artif. Intell.}, volume = {54}, number = {1-3}, pages = {1--2}, year = {2008}, url = {https://doi.org/10.1007/s10472-009-9131-z}, doi = {10.1007/S10472-009-9131-Z}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/amai/JaegerGK08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RaedtKKRT08, author = {Luc De Raedt and Kristian Kersting and Angelika Kimmig and Kate Revoredo and Hannu Toivonen}, title = {Compressing probabilistic Prolog programs}, journal = {Mach. Learn.}, volume = {70}, number = {2-3}, pages = {151--168}, year = {2008}, url = {https://doi.org/10.1007/s10994-007-5030-x}, doi = {10.1007/S10994-007-5030-X}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/RaedtKKRT08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MilchZKHK08, author = {Brian Milch and Luke S. Zettlemoyer and Kristian Kersting and Michael Haimes and Leslie Pack Kaelbling}, editor = {Dieter Fox and Carla P. Gomes}, title = {Lifted Probabilistic Inference with Counting Formulas}, booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008}, pages = {1062--1068}, publisher = {{AAAI} Press}, year = {2008}, url = {http://www.aaai.org/Library/AAAI/2008/aaai08-168.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MilchZKHK08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/KarwathKL08, author = {Andreas Karwath and Kristian Kersting and Niels Landwehr}, title = {Boosting Relational Sequence Alignments}, booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy}, pages = {857--862}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICDM.2008.127}, doi = {10.1109/ICDM.2008.127}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/KarwathKL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KerstingD08, author = {Kristian Kersting and Kurt Driessens}, editor = {William W. Cohen and Andrew McCallum and Sam T. Roweis}, title = {Non-parametric policy gradients: a unified treatment of propositional and relational domains}, booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference {(ICML} 2008), Helsinki, Finland, June 5-9, 2008}, series = {{ACM} International Conference Proceeding Series}, volume = {307}, pages = {456--463}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1390156.1390214}, doi = {10.1145/1390156.1390214}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/KerstingD08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/Kersting08, author = {Kristian Kersting}, editor = {Filip Zelezn{\'{y}} and Nada Lavrac}, title = {{SRL} without Tears: An {ILP} Perspective}, booktitle = {Inductive Logic Programming, 18th International Conference, {ILP} 2008, Prague, Czech Republic, September 10-12, 2008, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5194}, pages = {2}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-85928-4\_2}, doi = {10.1007/978-3-540-85928-4\_2}, timestamp = {Tue, 14 May 2019 10:00:36 +0200}, biburl = {https://dblp.org/rec/conf/ilp/Kersting08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/NatarajanBTKW08, author = {Sriraam Natarajan and Hung Hai Bui and Prasad Tadepalli and Kristian Kersting and Weng{-}Keen Wong}, editor = {Filip Zelezn{\'{y}} and Nada Lavrac}, title = {Logical Hierarchical Hidden Markov Models for Modeling User Activities}, booktitle = {Inductive Logic Programming, 18th International Conference, {ILP} 2008, Prague, Czech Republic, September 10-12, 2008, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5194}, pages = {192--209}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-85928-4\_17}, doi = {10.1007/978-3-540-85928-4\_17}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ilp/NatarajanBTKW08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/PlagemannMPKRB08, author = {Christian Plagemann and Sebastian Mischke and Sam Prentice and Kristian Kersting and Nicholas Roy and Wolfram Burgard}, title = {Learning predictive terrain models for legged robot locomotion}, booktitle = {2008 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, September 22-26, 2008, Acropolis Convention Center, Nice, France}, pages = {3545--3552}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/IROS.2008.4651026}, doi = {10.1109/IROS.2008.4651026}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/iros/PlagemannMPKRB08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/XuTRK08, author = {Zhao Xu and Volker Tresp and Achim Rettinger and Kristian Kersting}, editor = {C. Lee Giles and Marc Smith and John Yen and Haizheng Zhang}, title = {Social Network Mining with Nonparametric Relational Models}, booktitle = {Advances in Social Network Mining and Analysis, Second International Workshop, {SNAKDD} 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {5498}, pages = {77--96}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-642-14929-0\_5}, doi = {10.1007/978-3-642-14929-0\_5}, timestamp = {Sun, 25 Oct 2020 22:35:28 +0100}, biburl = {https://dblp.org/rec/conf/kdd/XuTRK08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lwa/MissuraKG08, author = {Olana Missura and Kristian Kersting and Thomas G{\"{a}}rtner}, editor = {Joachim Baumeister and Martin Atzm{\"{u}}ller}, title = {Towards Engaging Games}, booktitle = {{LWA} 2008 - Workshop-Woche: Lernen, Wissen {\&} Adaptivit{\"{a}}t, W{\"{u}}rzburg, Deutschland, 6.-8. Oktober 2008, Proceedings}, series = {Technical Report}, volume = {448}, pages = {77--83}, publisher = {Department of Computer Science, University of W{\"{u}}rzburg, Germany}, year = {2008}, timestamp = {Thu, 05 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/lwa/MissuraKG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/PlagemannKB08, author = {Christian Plagemann and Kristian Kersting and Wolfram Burgard}, editor = {Walter Daelemans and Bart Goethals and Katharina Morik}, title = {Nonstationary Gaussian Process Regression Using Point Estimates of Local Smoothness}, booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, {ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {5212}, pages = {204--219}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-87481-2\_14}, doi = {10.1007/978-3-540-87481-2\_14}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/PlagemannKB08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/GutmannKKR08, author = {Bernd Gutmann and Angelika Kimmig and Kristian Kersting and Luc De Raedt}, editor = {Walter Daelemans and Bart Goethals and Katharina Morik}, title = {Parameter Learning in Probabilistic Databases: {A} Least Squares Approach}, booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, {ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {5211}, pages = {473--488}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-87479-9\_49}, doi = {10.1007/978-3-540-87479-9\_49}, timestamp = {Mon, 28 Aug 2023 21:17:29 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/GutmannKKR08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:conf/ilp/RaedtK08, author = {Luc De Raedt and Kristian Kersting}, editor = {Luc De Raedt and Paolo Frasconi and Kristian Kersting and Stephen H. Muggleton}, title = {Probabilistic Inductive Logic Programming}, booktitle = {Probabilistic Inductive Logic Programming - Theory and Applications}, series = {Lecture Notes in Computer Science}, volume = {4911}, pages = {1--27}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-78652-8\_1}, doi = {10.1007/978-3-540-78652-8\_1}, timestamp = {Sat, 30 Apr 2022 12:43:31 +0200}, biburl = {https://dblp.org/rec/conf/ilp/RaedtK08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:conf/ilp/KerstingRGKL08, author = {Kristian Kersting and Luc De Raedt and Bernd Gutmann and Andreas Karwath and Niels Landwehr}, editor = {Luc De Raedt and Paolo Frasconi and Kristian Kersting and Stephen H. Muggleton}, title = {Relational Sequence Learning}, booktitle = {Probabilistic Inductive Logic Programming - Theory and Applications}, series = {Lecture Notes in Computer Science}, volume = {4911}, pages = {28--55}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-78652-8\_2}, doi = {10.1007/978-3-540-78652-8\_2}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ilp/KerstingRGKL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:conf/ilp/KerstingR08, author = {Kristian Kersting and Luc De Raedt}, editor = {Luc De Raedt and Paolo Frasconi and Kristian Kersting and Stephen H. Muggleton}, title = {Basic Principles of Learning Bayesian Logic Programs}, booktitle = {Probabilistic Inductive Logic Programming - Theory and Applications}, series = {Lecture Notes in Computer Science}, volume = {4911}, pages = {189--221}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-78652-8\_7}, doi = {10.1007/978-3-540-78652-8\_7}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ilp/KerstingR08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/dagstuhl/2007P7161, editor = {Luc De Raedt and Thomas G. Dietterich and Lise Getoor and Kristian Kersting and Stephen H. Muggleton}, title = {Probabilistic, Logical and Relational Learning - {A} Further Synthesis, 15.04. - 20.04.2007}, series = {Dagstuhl Seminar Proceedings}, volume = {07161}, publisher = {Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany}, year = {2008}, url = {http://drops.dagstuhl.de/portals/07161/}, timestamp = {Sat, 30 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dagstuhl/2007P7161.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:conf/ilp/2008p, editor = {Luc De Raedt and Paolo Frasconi and Kristian Kersting and Stephen H. Muggleton}, title = {Probabilistic Inductive Logic Programming - Theory and Applications}, series = {Lecture Notes in Computer Science}, volume = {4911}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-78652-8}, doi = {10.1007/978-3-540-78652-8}, isbn = {978-3-540-78651-1}, timestamp = {Sat, 30 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ilp/2008p.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ar/KerstingPCBR07, author = {Kristian Kersting and Christian Plagemann and Alexandru Cocora and Wolfram Burgard and Luc De Raedt}, title = {Learning to transfer optimal navigation policies}, journal = {Adv. Robotics}, volume = {21}, number = {13}, pages = {1565--1582}, year = {2007}, url = {https://doi.org/10.1163/156855307782148541}, doi = {10.1163/156855307782148541}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ar/KerstingPCBR07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/LandwehrKR07, author = {Niels Landwehr and Kristian Kersting and Luc De Raedt}, title = {Integrating Na{\"{\i}}ve Bayes and {FOIL}}, journal = {J. Mach. Learn. Res.}, volume = {8}, pages = {481--507}, year = {2007}, url = {https://dl.acm.org/doi/10.5555/1314498.1314516}, doi = {10.5555/1314498.1314516}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/LandwehrKR07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KerstingPPB07, author = {Kristian Kersting and Christian Plagemann and Patrick Pfaff and Wolfram Burgard}, editor = {Zoubin Ghahramani}, title = {Most likely heteroscedastic Gaussian process regression}, booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007}, series = {{ACM} International Conference Proceeding Series}, volume = {227}, pages = {393--400}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1273496.1273546}, doi = {10.1145/1273496.1273546}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/KerstingPPB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rss/PlagemannKPB07, author = {Christian Plagemann and Kristian Kersting and Patrick Pfaff and Wolfram Burgard}, editor = {Wolfram Burgard and Oliver Brock and Cyrill Stachniss}, title = {Gaussian Beam Processes: {A} Nonparametric Bayesian Measurement Model for Range Finders}, booktitle = {Robotics: Science and Systems III, June 27-30, 2007, Georgia Institute of Technology, Atlanta, Georgia, {USA}}, publisher = {The {MIT} Press}, year = {2007}, url = {http://www.roboticsproceedings.org/rss03/p18.html}, doi = {10.15607/RSS.2007.III.018}, timestamp = {Fri, 29 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/rss/PlagemannKPB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/mlg/2007, editor = {Paolo Frasconi and Kristian Kersting and Koji Tsuda}, title = {Mining and Learning with Graphs, {MLG} 2007, Firence, Italy, August 1-3, 2007, Proceedings}, year = {2007}, timestamp = {Wed, 12 Dec 2007 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mlg/2007.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dagstuhl/RaedtDGKM07, author = {Luc De Raedt and Thomas G. Dietterich and Lise Getoor and Kristian Kersting and Stephen H. Muggleton}, editor = {Luc De Raedt and Thomas G. Dietterich and Lise Getoor and Kristian Kersting and Stephen H. Muggleton}, title = {07161 Abstracts Collection -- Probabilistic, Logical and Relational Learning - {A} Further Synthesis}, booktitle = {Probabilistic, Logical and Relational Learning - {A} Further Synthesis, 15.04. - 20.04.2007}, series = {Dagstuhl Seminar Proceedings}, volume = {07161}, publisher = {Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany}, year = {2007}, url = {http://drops.dagstuhl.de/opus/volltexte/2008/1388}, timestamp = {Sat, 30 Apr 2022 12:43:31 +0200}, biburl = {https://dblp.org/rec/conf/dagstuhl/RaedtDGKM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aicom/Kersting06, author = {Kristian Kersting}, title = {An inductive logic programming approach to statistical relational learning}, journal = {{AI} Commun.}, volume = {19}, number = {4}, pages = {389--390}, year = {2006}, url = {http://content.iospress.com/articles/ai-communications/aic383}, timestamp = {Fri, 15 May 2015 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aicom/Kersting06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/KerstingRR06, author = {Kristian Kersting and Luc De Raedt and Tapani Raiko}, title = {Logical Hidden Markov Models}, journal = {J. Artif. Intell. Res.}, volume = {25}, pages = {425--456}, year = {2006}, url = {https://doi.org/10.1613/jair.1675}, doi = {10.1613/JAIR.1675}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jair/KerstingRR06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ki/CocoraKBRP06, author = {Alexandru Cocora and Kristian Kersting and Wolfram Burgard and Luc De Raedt and Christian Plagemann}, title = {Learning Relational Navigation Policies}, journal = {K{\"{u}}nstliche Intell.}, volume = {20}, number = {3}, pages = {12--18}, year = {2006}, url = {http://www.kuenstliche-intelligenz.de/index.php?id=7745\&\#38;tx\_ki\_pi1\%5BshowUid\%5D=1161\&\#38;cHash=582189aa11}, timestamp = {Thu, 09 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ki/CocoraKBRP06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/DickK06, author = {Uwe Dick and Kristian Kersting}, editor = {Johannes F{\"{u}}rnkranz and Tobias Scheffer and Myra Spiliopoulou}, title = {Fisher Kernels for Relational Data}, booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine Learning, Berlin, Germany, September 18-22, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4212}, pages = {114--125}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11871842\_15}, doi = {10.1007/11871842\_15}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/ecml/DickK06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/GutmannK06, author = {Bernd Gutmann and Kristian Kersting}, editor = {Johannes F{\"{u}}rnkranz and Tobias Scheffer and Myra Spiliopoulou}, title = {TildeCRF: Conditional Random Fields for Logical Sequences}, booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine Learning, Berlin, Germany, September 18-22, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4212}, pages = {174--185}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11871842\_20}, doi = {10.1007/11871842\_20}, timestamp = {Tue, 26 Jun 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecml/GutmannK06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/TriebelKB06, author = {Rudolph Triebel and Kristian Kersting and Wolfram Burgard}, title = {Robust 3D Scan Point Classification using Associative Markov Networks}, booktitle = {Proceedings of the 2006 {IEEE} International Conference on Robotics and Automation, {ICRA} 2006, May 15-19, 2006, Orlando, Florida, {USA}}, pages = {2603--2608}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/ROBOT.2006.1642094}, doi = {10.1109/ROBOT.2006.1642094}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icra/TriebelKB06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/RaedtKKRT06, author = {Luc De Raedt and Kristian Kersting and Angelika Kimmig and Kate Revoredo and Hannu Toivonen}, editor = {Stephen H. Muggleton and Ram{\'{o}}n P. Otero and Alireza Tamaddoni{-}Nezhad}, title = {Revising Probabilistic Prolog Programs}, booktitle = {Inductive Logic Programming, 16th International Conference, {ILP} 2006, Santiago de Compostela, Spain, August 24-27, 2006, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {4455}, pages = {30--33}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/978-3-540-73847-3\_7}, doi = {10.1007/978-3-540-73847-3\_7}, timestamp = {Sat, 30 Apr 2022 12:43:31 +0200}, biburl = {https://dblp.org/rec/conf/ilp/RaedtKKRT06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/KarwathK06, author = {Andreas Karwath and Kristian Kersting}, editor = {Stephen H. Muggleton and Ram{\'{o}}n P. Otero and Alireza Tamaddoni{-}Nezhad}, title = {Relational Sequence Alignments and Logos}, booktitle = {Inductive Logic Programming, 16th International Conference, {ILP} 2006, Santiago de Compostela, Spain, August 24-27, 2006, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {4455}, pages = {290--304}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/978-3-540-73847-3\_29}, doi = {10.1007/978-3-540-73847-3\_29}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ilp/KarwathK06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/CocoraKPBR06, author = {Alexandru Cocora and Kristian Kersting and Christian Plagemann and Wolfram Burgard and Luc De Raedt}, title = {Learning Relational Navigation Policies}, booktitle = {2006 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2006, October 9-15, 2006, Beijing, China}, pages = {2792--2797}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/IROS.2006.282061}, doi = {10.1109/IROS.2006.282061}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iros/CocoraKPBR06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:series/faia/2005-148, author = {Kristian Kersting}, title = {An Inductive Logic Programming Approach to Statistical Relational Learning}, school = {University of Freiburg, Germany}, year = {2005}, url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=96}, isbn = {978-1-58603-674-4}, timestamp = {Sat, 17 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/faia/2005-148.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/RaedtKT05, author = {Luc De Raedt and Kristian Kersting and Sunna Torge}, editor = {Manuela M. Veloso and Subbarao Kambhampati}, title = {Towards Learning Stochastic Logic Programs from Proof-Banks}, booktitle = {Proceedings, The Twentieth National Conference on Artificial Intelligence and the Seventeenth Innovative Applications of Artificial Intelligence Conference, July 9-13, 2005, Pittsburgh, Pennsylvania, {USA}}, pages = {752--757}, publisher = {{AAAI} Press / The {MIT} Press}, year = {2005}, url = {http://www.aaai.org/Library/AAAI/2005/aaai05-118.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/RaedtKT05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LandwehrKR05, author = {Niels Landwehr and Kristian Kersting and Luc De Raedt}, editor = {Manuela M. Veloso and Subbarao Kambhampati}, title = {nFOIL: Integrating Na{\"{\i}}ve Bayes and {FOIL}}, booktitle = {Proceedings, The Twentieth National Conference on Artificial Intelligence and the Seventeenth Innovative Applications of Artificial Intelligence Conference, July 9-13, 2005, Pittsburgh, Pennsylvania, {USA}}, pages = {795--800}, publisher = {{AAAI} Press / The {MIT} Press}, year = {2005}, url = {http://www.aaai.org/Library/AAAI/2005/aaai05-125.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LandwehrKR05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/KerstingR05, author = {Kristian Kersting and Tapani Raiko}, title = {"Say EM" for Selecting Probabilistic Models for Logical Sequences}, booktitle = {{UAI} '05, Proceedings of the 21st Conference in Uncertainty in Artificial Intelligence, Edinburgh, Scotland, July 26-29, 2005}, pages = {300--307}, publisher = {{AUAI} Press}, year = {2005}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1173\&\#38;proceeding\_id=21}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/KerstingR05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/alt/RaedtK04, author = {Luc De Raedt and Kristian Kersting}, editor = {Shai Ben{-}David and John Case and Akira Maruoka}, title = {Probabilistic Inductive Logic Programming}, booktitle = {Algorithmic Learning Theory, 15th International Conference, {ALT} 2004, Padova, Italy, October 2-5, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3244}, pages = {19--36}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30215-5\_3}, doi = {10.1007/978-3-540-30215-5\_3}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/alt/RaedtK04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/KerstingG04, author = {Kristian Kersting and Thomas G{\"{a}}rtner}, editor = {Jean{-}Fran{\c{c}}ois Boulicaut and Floriana Esposito and Fosca Giannotti and Dino Pedreschi}, title = {Fisher Kernels for Logical Sequences}, booktitle = {Machine Learning: {ECML} 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3201}, pages = {205--216}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30115-8\_21}, doi = {10.1007/978-3-540-30115-8\_21}, timestamp = {Thu, 05 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ecml/KerstingG04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KerstingOR04, author = {Kristian Kersting and Martijn van Otterlo and Luc De Raedt}, editor = {Carla E. Brodley}, title = {Bellman goes relational}, booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference {(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004}, series = {{ACM} International Conference Proceeding Series}, volume = {69}, publisher = {{ACM}}, year = {2004}, url = {https://doi.org/10.1145/1015330.1015401}, doi = {10.1145/1015330.1015401}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/KerstingOR04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/KerstingR04, author = {Kristian Kersting and Luc De Raedt}, editor = {Rui Camacho and Ross D. King and Ashwin Srinivasan}, title = {Logical Markov Decision Programs and the Convergence of Logical TD(lambda)}, booktitle = {Inductive Logic Programming, 14th International Conference, {ILP} 2004, Porto, Portugal, September 6-8, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3194}, pages = {180--197}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30109-7\_16}, doi = {10.1007/978-3-540-30109-7\_16}, timestamp = {Wed, 24 Mar 2021 17:12:00 +0100}, biburl = {https://dblp.org/rec/conf/ilp/KerstingR04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/KerstingD04, author = {Kristian Kersting and Uwe Dick}, editor = {Jean{-}Fran{\c{c}}ois Boulicaut and Floriana Esposito and Fosca Giannotti and Dino Pedreschi}, title = {Balios - The Engine for Bayesian Logic Programs}, booktitle = {Knowledge Discovery in Databases: {PKDD} 2004, 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, September 20-24, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3202}, pages = {549--551}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30116-5\_62}, doi = {10.1007/978-3-540-30116-5\_62}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/KerstingD04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigkdd/RaedtK03, author = {Luc De Raedt and Kristian Kersting}, title = {Probabilistic logic learning}, journal = {{SIGKDD} Explor.}, volume = {5}, number = {1}, pages = {31--48}, year = {2003}, url = {https://doi.org/10.1145/959242.959247}, doi = {10.1145/959242.959247}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigkdd/RaedtK03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/FischerK03, author = {J{\"{o}}rg Fischer and Kristian Kersting}, editor = {Nada Lavrac and Dragan Gamberger and Ljupco Todorovski and Hendrik Blockeel}, title = {Scaled {CGEM:} {A} Fast Accelerated {EM}}, booktitle = {Machine Learning: {ECML} 2003, 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2837}, pages = {133--144}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-39857-8\_14}, doi = {10.1007/978-3-540-39857-8\_14}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/ecml/FischerK03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/psb/KerstingRKR03, author = {Kristian Kersting and Tapani Raiko and Stefan Kramer and Luc De Raedt}, editor = {Russ B. Altman and A. Keith Dunker and Lawrence Hunter and Teri E. Klein}, title = {Towards Discovering Structural Signatures of Protein Folds Based on Logical Hidden Markov Models}, booktitle = {Proceedings of the 8th Pacific Symposium on Biocomputing, {PSB} 2003, Lihue, Hawaii, USA, January 3-7, 2003}, pages = {192--203}, year = {2003}, url = {http://psb.stanford.edu/psb-online/proceedings/psb03/kersting.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/psb/KerstingRKR03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/artmed/GanzertGKKPSK02, author = {Steven Ganzert and Josef Guttmann and Kristian Kersting and Ralf Kuhlen and Christian Putensen and Michael Sydow and Stefan Kramer}, title = {Analysis of respiratory pressure-volume curves in intensive care medicine using inductive machine learning}, journal = {Artif. Intell. Medicine}, volume = {26}, number = {1-2}, pages = {69--86}, year = {2002}, url = {https://doi.org/10.1016/S0933-3657(02)00053-2}, doi = {10.1016/S0933-3657(02)00053-2}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/artmed/GanzertGKKPSK02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/KerstingL02, author = {Kristian Kersting and Niels Landwehr}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Scaled Conjugate Gradients for Maximum Likelihood: An Empirical Comparison with the {EM} Algorithm}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-11.ps.gz}, timestamp = {Tue, 05 Sep 2017 10:26:24 +0200}, biburl = {https://dblp.org/rec/conf/pgm/KerstingL02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/KerstingRR02, author = {Kristian Kersting and Tapani Raiko and Luc De Raedt}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Logical Hidden Markov Models (Extendes abstract)}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-12.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/KerstingRR02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/KerstingR01, author = {Kristian Kersting and Luc De Raedt}, editor = {C{\'{e}}line Rouveirol and Mich{\`{e}}le Sebag}, title = {Adaptive Bayesian Logic Programs}, booktitle = {Inductive Logic Programming, 11th International Conference, {ILP} 2001, Strasbourg, France, September 9-11, 2001, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2157}, pages = {104--117}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-44797-0\_9}, doi = {10.1007/3-540-44797-0\_9}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ilp/KerstingR01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/KerstingR01a, author = {Kristian Kersting and Luc De Raedt}, editor = {C{\'{e}}line Rouveirol and Mich{\`{e}}le Sebag}, title = {Towards Combining Inductive Logic Programming with Bayesian Networks}, booktitle = {Inductive Logic Programming, 11th International Conference, {ILP} 2001, Strasbourg, France, September 9-11, 2001, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2157}, pages = {118--131}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-44797-0\_10}, doi = {10.1007/3-540-44797-0\_10}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ilp/KerstingR01a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/cs-AI-0111058, author = {Kristian Kersting and Luc De Raedt}, title = {Bayesian Logic Programs}, journal = {CoRR}, volume = {cs.AI/0111058}, year = {2001}, url = {https://arxiv.org/abs/cs/0111058}, timestamp = {Fri, 10 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/cs-AI-0111058.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/KerstingR00, author = {Kristian Kersting and Luc De Raedt}, editor = {James Cussens and Alan M. Frisch}, title = {Bayesian Logic Programs}, booktitle = {Inductive Logic Programming, 10th International Conference, {ILP} 2000, Work-in-progress reports, London, UK, July 2000, Proceedings}, series = {{CEUR} Workshop Proceedings}, volume = {35}, publisher = {CEUR-WS.org}, year = {2000}, url = {https://ceur-ws.org/Vol-35/07-KerstingDeRaedt.ps}, timestamp = {Fri, 10 Mar 2023 16:23:03 +0100}, biburl = {https://dblp.org/rec/conf/ilp/KerstingR00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.