BibTeX records: Lukas Faber

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@inproceedings{DBLP:conf/icml/FaberW23,
  author       = {Lukas Faber and
                  Roger Wattenhofer},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {Neural Status Registers},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {9508--9522},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/faber23a.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/FaberW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2205-12245,
  author       = {Lukas Faber and
                  Roger Wattenhofer},
  title        = {Asynchronous Neural Networks for Learning in Graphs},
  journal      = {CoRR},
  volume       = {abs/2205.12245},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.12245},
  doi          = {10.48550/ARXIV.2205.12245},
  eprinttype    = {arXiv},
  eprint       = {2205.12245},
  timestamp    = {Mon, 30 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-12245.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2205-13234,
  author       = {Peter M{\"{u}}ller and
                  Lukas Faber and
                  Karolis Martinkus and
                  Roger Wattenhofer},
  title        = {{DT+GNN:} {A} Fully Explainable Graph Neural Network using Decision
                  Trees},
  journal      = {CoRR},
  volume       = {abs/2205.13234},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.13234},
  doi          = {10.48550/ARXIV.2205.13234},
  eprinttype    = {arXiv},
  eprint       = {2205.13234},
  timestamp    = {Tue, 31 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-13234.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/FaberMW21,
  author       = {Lukas Faber and
                  Amin K. Moghaddam and
                  Roger Wattenhofer},
  editor       = {Feida Zhu and
                  Beng Chin Ooi and
                  Chunyan Miao},
  title        = {When Comparing to Ground Truth is Wrong: On Evaluating {GNN} Explanation
                  Methods},
  booktitle    = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
  pages        = {332--341},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447548.3467283},
  doi          = {10.1145/3447548.3467283},
  timestamp    = {Mon, 16 Aug 2021 16:18:31 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/FaberMW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/PappMFW21,
  author       = {P{\'{a}}l Andr{\'{a}}s Papp and
                  Karolis Martinkus and
                  Lukas Faber and
                  Roger Wattenhofer},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural
                  Networks},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {21997--22009},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/b8b2926bd27d4307569ad119b6025f94-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/PappMFW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2102-13085,
  author       = {Nikola Jovanovic and
                  Zhao Meng and
                  Lukas Faber and
                  Roger Wattenhofer},
  title        = {Towards Robust Graph Contrastive Learning},
  journal      = {CoRR},
  volume       = {abs/2102.13085},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.13085},
  eprinttype    = {arXiv},
  eprint       = {2102.13085},
  timestamp    = {Wed, 12 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-13085.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2103-06857,
  author       = {Lukas Faber and
                  Yifan Lu and
                  Roger Wattenhofer},
  title        = {Should Graph Neural Networks Use Features, Edges, Or Both?},
  journal      = {CoRR},
  volume       = {abs/2103.06857},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.06857},
  eprinttype    = {arXiv},
  eprint       = {2103.06857},
  timestamp    = {Tue, 16 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-06857.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2111-06283,
  author       = {P{\'{a}}l Andr{\'{a}}s Papp and
                  Karolis Martinkus and
                  Lukas Faber and
                  Roger Wattenhofer},
  title        = {DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural
                  Networks},
  journal      = {CoRR},
  volume       = {abs/2111.06283},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.06283},
  eprinttype    = {arXiv},
  eprint       = {2111.06283},
  timestamp    = {Tue, 16 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-06283.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2004-07085,
  author       = {Lukas Faber and
                  Roger Wattenhofer},
  title        = {Neural Status Registers},
  journal      = {CoRR},
  volume       = {abs/2004.07085},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.07085},
  eprinttype    = {arXiv},
  eprint       = {2004.07085},
  timestamp    = {Tue, 21 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-07085.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2008-11159,
  author       = {Lukas Faber and
                  Sandro Luck and
                  Damian Pascual and
                  Andreas Roth and
                  Gino Brunner and
                  Roger Wattenhofer},
  title        = {Medley2K: {A} Dataset of Medley Transitions},
  journal      = {CoRR},
  volume       = {abs/2008.11159},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.11159},
  eprinttype    = {arXiv},
  eprint       = {2008.11159},
  timestamp    = {Fri, 28 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-11159.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2010-13663,
  author       = {Lukas Faber and
                  Amin K. Moghaddam and
                  Roger Wattenhofer},
  title        = {Contrastive Graph Neural Network Explanation},
  journal      = {CoRR},
  volume       = {abs/2010.13663},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.13663},
  eprinttype    = {arXiv},
  eprint       = {2010.13663},
  timestamp    = {Mon, 02 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-13663.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icdm/SafaviBFMMK19,
  author       = {Tara Safavi and
                  Caleb Belth and
                  Lukas Faber and
                  Davide Mottin and
                  Emmanuel M{\"{u}}ller and
                  Danai Koutra},
  editor       = {Jianyong Wang and
                  Kyuseok Shim and
                  Xindong Wu},
  title        = {Personalized Knowledge Graph Summarization: From the Cloud to Your
                  Pocket},
  booktitle    = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
                  Beijing, China, November 8-11, 2019},
  pages        = {528--537},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICDM.2019.00063},
  doi          = {10.1109/ICDM.2019.00063},
  timestamp    = {Thu, 25 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/SafaviBFMMK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bibm/PerscheidFKAJRS18,
  author       = {Cindy Perscheid and
                  Lukas Faber and
                  Milena Kraus and
                  Paul Arndt and
                  Michael Janke and
                  Sebastian Rehfeldt and
                  Antje Schubotz and
                  Tamara Slosarek and
                  Matthias Uflacker},
  editor       = {Huiru Jane Zheng and
                  Zoraida Callejas and
                  David Griol and
                  Haiying Wang and
                  Xiaohua Hu and
                  Harald H. H. W. Schmidt and
                  Jan Baumbach and
                  Julie Dickerson and
                  Le Zhang},
  title        = {A Tissue-aware Gene Selection Approach for Analyzing Multi-tissue
                  Gene Expression Data},
  booktitle    = {{IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2018, Madrid, Spain, December 3-6, 2018},
  pages        = {2159--2166},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.ieeecomputersociety.org/10.1109/BIBM.2018.8621189},
  doi          = {10.1109/BIBM.2018.8621189},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/PerscheidFKAJRS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pakdd/ScharwachterGFM18,
  author       = {Erik Scharw{\"{a}}chter and
                  Fabian Geier and
                  Lukas Faber and
                  Emmanuel M{\"{u}}ller},
  editor       = {Dinh Q. Phung and
                  Vincent S. Tseng and
                  Geoffrey I. Webb and
                  Bao Ho and
                  Mohadeseh Ganji and
                  Lida Rashidi},
  title        = {Low Redundancy Estimation of Correlation Matrices for Time Series
                  Using Triangular Bounds},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
                  Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10938},
  pages        = {458--470},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-93037-4\_36},
  doi          = {10.1007/978-3-319-93037-4\_36},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/ScharwachterGFM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/gi/SerthHF17,
  author       = {Sebastian Serth and
                  Stephan Haarmann and
                  Lukas Faber},
  editor       = {Maximilian Eibl and
                  Martin Gaedke},
  title        = {Serving Live Multimedia for the Linked Open Data Cloud},
  booktitle    = {47. Jahrestagung der Gesellschaft f{\"{u}}r Informatik, Digitale
                  Kulturen, {INFORMATIK} 2017, Chemnitz, Germany, September 25-29, 2017},
  series       = {{LNI}},
  volume       = {{P-275}},
  pages        = {2487--2498},
  publisher    = {{GI}},
  year         = {2017},
  url          = {https://doi.org/10.18420/in2017\_252},
  doi          = {10.18420/IN2017\_252},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gi/SerthHF17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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