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ORCIDBibTeX records: Jan N. van Rijn
@article{DBLP:journals/ml/HuismanPR24,
author = {Mike Huisman and
Aske Plaat and
Jan N. van Rijn},
title = {Subspace Adaptation Prior for Few-Shot Learning},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {725--752},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06393-y},
doi = {10.1007/S10994-023-06393-Y},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HuismanPR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MoussaPDBR24,
author = {Charles Moussa and
Yash J. Patel and
Vedran Dunjko and
Thomas B{\"{a}}ck and
Jan N. van Rijn},
title = {Hyperparameter importance and optimization of quantum neural networks
across small datasets},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1941--1966},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06389-8},
doi = {10.1007/S10994-023-06389-8},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MoussaPDBR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0005HR24,
author = {Matthias K{\"{o}}nig and
Holger H. Hoos and
Jan N. van Rijn},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Accelerating Adversarially Robust Model Selection for Deep Neural
Networks via Racing},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {21267--21275},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i19.30121},
doi = {10.1609/AAAI.V38I19.30121},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0005HR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuismanMPR23,
author = {Mike Huisman and
Thomas M. Moerland and
Aske Plaat and
Jan N. van Rijn},
title = {Are LSTMs good few-shot learners?},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4635--4662},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06394-x},
doi = {10.1007/S10994-023-06394-X},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HuismanMPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/MohrR23,
author = {Felix Mohr and
Jan N. van Rijn},
title = {Fast and Informative Model Selection Using Learning Curve Cross-Validation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {8},
pages = {9669--9680},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3251957},
doi = {10.1109/TPAMI.2023.3251957},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/MohrR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KonigBHR23,
author = {Matthias K{\"{o}}nig and
Annelot Bosman and
Holger H. Hoos and
Jan N. van Rijn},
editor = {Gabriel Pedroza and
Xiaowei Huang and
Xin Cynthia Chen and
Andreas Theodorou and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Critically Assessing the State of the Art in CPU-based Local Robustness
Verification},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2023
(SafeAI 2023) co-located with the Thirty-Seventh {AAAI} Conference
on Artificial Intelligence {(AAAI} 2023), Washington DC, USA, February
13-14, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3381},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3381/25.pdf},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KonigBHR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-08909,
author = {Ihsan Ullah and
Dustin Carri{\'{o}}n{-}Ojeda and
Sergio Escalera and
Isabelle Guyon and
Mike Huisman and
Felix Mohr and
Jan N. van Rijn and
Haozhe Sun and
Joaquin Vanschoren and
Phan Anh Vu},
title = {Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification},
journal = {CoRR},
volume = {abs/2302.08909},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.08909},
doi = {10.48550/ARXIV.2302.08909},
eprinttype = {arXiv},
eprint = {2302.08909},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-08909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08413,
author = {Devis Tuia and
Konrad Schindler and
Beg{\"{u}}m Demir and
Gustau Camps{-}Valls and
Xiao Xiang Zhu and
Mrinalini Kochupillai and
Saso Dzeroski and
Jan N. van Rijn and
Holger H. Hoos and
Fabio Del Frate and
Mihai Datcu and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Volker Markl and
Bertrand Le Saux and
Rochelle Schneider},
title = {Artificial intelligence to advance Earth observation: a perspective},
journal = {CoRR},
volume = {abs/2305.08413},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.08413},
doi = {10.48550/ARXIV.2305.08413},
eprinttype = {arXiv},
eprint = {2305.08413},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-08413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06148,
author = {Mike Huisman and
Aske Plaat and
Jan N. van Rijn},
title = {Understanding Transfer Learning and Gradient-Based Meta-Learning Techniques},
journal = {CoRR},
volume = {abs/2310.06148},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06148},
doi = {10.48550/ARXIV.2310.06148},
eprinttype = {arXiv},
eprint = {2310.06148},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09028,
author = {Mike Huisman and
Aske Plaat and
Jan N. van Rijn},
title = {Subspace Adaptation Prior for Few-Shot Learning},
journal = {CoRR},
volume = {abs/2310.09028},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09028},
doi = {10.48550/ARXIV.2310.09028},
eprinttype = {arXiv},
eprint = {2310.09028},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14139,
author = {Mike Huisman and
Thomas M. Moerland and
Aske Plaat and
Jan N. van Rijn},
title = {Are LSTMs Good Few-Shot Learners?},
journal = {CoRR},
volume = {abs/2310.14139},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14139},
doi = {10.48550/ARXIV.2310.14139},
eprinttype = {arXiv},
eprint = {2310.14139},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuismanPR22,
author = {Mike Huisman and
Aske Plaat and
Jan N. van Rijn},
title = {Stateless neural meta-learning using second-order gradients},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3227--3244},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06210-y},
doi = {10.1007/S10994-022-06210-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HuismanPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KonigHR22,
author = {Matthias K{\"{o}}nig and
Holger H. Hoos and
Jan N. van Rijn},
title = {Speeding up neural network robustness verification via algorithm configuration
and an optimised mixed integer linear programming solver portfolio},
journal = {Mach. Learn.},
volume = {111},
number = {12},
pages = {4565--4584},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06212-w},
doi = {10.1007/S10994-022-06212-W},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KonigHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/MoussaRBD22,
author = {Charles Moussa and
Jan N. van Rijn and
Thomas B{\"{a}}ck and
Vedran Dunjko},
editor = {Pascal Poncelet and
Dino Ienco},
title = {Hyperparameter Importance of Quantum Neural Networks Across Small
Datasets},
booktitle = {Discovery Science - 25th International Conference, {DS} 2022, Montpellier,
France, October 10-12, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13601},
pages = {32--46},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18840-4\_3},
doi = {10.1007/978-3-031-18840-4\_3},
timestamp = {Tue, 08 Aug 2023 09:01:12 +0200},
biburl = {https://dblp.org/rec/conf/dis/MoussaRBD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BrazdilRGM22,
author = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {Advances in Metalearning: {ECML/PKDD} Workshop on Meta-Knowledge Transfer},
booktitle = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
pages = {1--7},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/brazdil22a.html},
timestamp = {Mon, 04 Sep 2023 17:13:09 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BrazdilRGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/UllahCEGHMRSVV22,
author = {Ihsan Ullah and
Dustin Carri{\'{o}}n{-}Ojeda and
Sergio Escalera and
Isabelle Guyon and
Mike Huisman and
Felix Mohr and
Jan N. van Rijn and
Haozhe Sun and
Joaquin Vanschoren and
Phan Anh Vu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/1585da86b5a3c4fb15520a2b3682051f-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/UllahCEGHMRSVV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MohrVLR22,
author = {Felix Mohr and
Tom J. Viering and
Marco Loog and
Jan N. van Rijn},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{LCDB} 1.0: An Extensive Learning Curves Database for Classification
Tasks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {3--19},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_1},
doi = {10.1007/978-3-031-26419-1\_1},
timestamp = {Mon, 20 Mar 2023 16:00:27 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MohrVLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecml/2022metaknow,
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/2022metaknow.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12150,
author = {Felix Mohr and
Jan N. van Rijn},
title = {Learning Curves for Decision Making in Supervised Machine Learning
- {A} Survey},
journal = {CoRR},
volume = {abs/2201.12150},
year = {2022},
url = {https://arxiv.org/abs/2201.12150},
eprinttype = {arXiv},
eprint = {2201.12150},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01890,
author = {Adrian El Baz and
Isabelle Guyon and
Zhengying Liu and
Jan N. van Rijn and
S{\'{e}}bastien Treguer and
Joaquin Vanschoren},
title = {Advances in MetaDL: {AAAI} 2021 challenge and workshop},
journal = {CoRR},
volume = {abs/2202.01890},
year = {2022},
url = {https://arxiv.org/abs/2202.01890},
eprinttype = {arXiv},
eprint = {2202.01890},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08138,
author = {Adrian El Baz and
Andr{\'{e}} C. P. L. F. de Carvalho and
Hong Chen and
Fabio Ferreira and
Henry Gouk and
Shell Hu and
Frank Hutter and
Zhengying Liu and
Felix Mohr and
Jan N. van Rijn and
Xin Wang and
Isabelle Guyon},
title = {Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning
without episodic meta-learning dominates for few-shot learning image
classification},
journal = {CoRR},
volume = {abs/2206.08138},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08138},
doi = {10.48550/ARXIV.2206.08138},
eprinttype = {arXiv},
eprint = {2206.08138},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09992,
author = {Charles Moussa and
Jan N. van Rijn and
Thomas B{\"{a}}ck and
Vedran Dunjko},
title = {Hyperparameter Importance of Quantum Neural Networks Across Small
Datasets},
journal = {CoRR},
volume = {abs/2206.09992},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09992},
doi = {10.48550/ARXIV.2206.09992},
eprinttype = {arXiv},
eprint = {2206.09992},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09992.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/HuismanRP21,
author = {Mike Huisman and
Jan N. van Rijn and
Aske Plaat},
title = {A survey of deep meta-learning},
journal = {Artif. Intell. Rev.},
volume = {54},
number = {6},
pages = {4483--4541},
year = {2021},
url = {https://doi.org/10.1007/s10462-021-10004-4},
doi = {10.1007/S10462-021-10004-4},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/HuismanRP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FeurerRKGMRMVH21,
author = {Matthias Feurer and
Jan N. van Rijn and
Arlind Kadra and
Pieter Gijsbers and
Neeratyoy Mallik and
Sahithya Ravi and
Andreas M{\"{u}}ller and
Joaquin Vanschoren and
Frank Hutter},
title = {OpenML-Python: an extensible Python {API} for OpenML},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {100:1--100:5},
year = {2021},
url = {http://jmlr.org/papers/v22/19-920.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/FeurerRKGMRMVH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BazGLRTV21,
author = {Adrian El Baz and
Isabelle Guyon and
Zhengying Liu and
Jan N. van Rijn and
S{\'{e}}bastien Treguer and
Joaquin Vanschoren},
editor = {Isabelle Guyon and
Jan N. van Rijn and
S{\'{e}}bastien Treguer and
Joaquin Vanschoren},
title = {Advances in MetaDL: {AAAI} 2021 Challenge and Workshop},
booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
2021, virtual, February 9, 2021},
series = {Proceedings of Machine Learning Research},
volume = {140},
pages = {1--16},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v140/el-baz21a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BazGLRTV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/SoomlekRB21,
author = {Chitsutha Soomlek and
Jan N. van Rijn and
Marcello M. Bonsangue},
editor = {Carlos Soares and
Lu{\'{\i}}s Torgo},
title = {Automatic Human-Like Detection of Code Smells},
booktitle = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
NS, Canada, October 11-13, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12986},
pages = {19--28},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88942-5\_2},
doi = {10.1007/978-3-030-88942-5\_2},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dis/SoomlekRB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/GijsbersPRBV21,
author = {Pieter Gijsbers and
Florian Pfisterer and
Jan N. van Rijn and
Bernd Bischl and
Joaquin Vanschoren},
editor = {Krzysztof Krawiec},
title = {Meta-learning for symbolic hyperparameter defaults},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Companion
Volume, Lille, France, July 10-14, 2021},
pages = {151--152},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449726.3459532},
doi = {10.1145/3449726.3459532},
timestamp = {Thu, 15 Jul 2021 15:50:04 +0200},
biburl = {https://dblp.org/rec/conf/gecco/GijsbersPRBV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/PfistererRPMB21,
author = {Florian Pfisterer and
Jan N. van Rijn and
Philipp Probst and
Andreas C. M{\"{u}}ller and
Bernd Bischl},
editor = {Krzysztof Krawiec},
title = {Learning multiple defaults for machine learning algorithms},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Companion
Volume, Lille, France, July 10-14, 2021},
pages = {241--242},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449726.3459523},
doi = {10.1145/3449726.3459523},
timestamp = {Thu, 15 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/PfistererRPMB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BazUACCFGGGHHHH21,
author = {Adrian El Baz and
Ihsan Ullah and
Edesio Alcoba{\c{c}}a and
Andr{\'{e}} C. P. L. F. de Carvalho and
Hong Chen and
Fabio Ferreira and
Henry Gouk and
Chaoyu Guan and
Isabelle Guyon and
Timothy M. Hospedales and
Shell Hu and
Mike Huisman and
Frank Hutter and
Zhengying Liu and
Felix Mohr and
Ekrem {\"{O}}zt{\"{u}}rk and
Jan N. van Rijn and
Haozhe Sun and
Xin Wang and
Wenwu Zhu},
editor = {Douwe Kiela and
Marco Ciccone and
Barbara Caputo},
title = {Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning
without episodic meta-learning dominates for few-shot learning image
classification},
booktitle = {NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December
2021, Online},
series = {Proceedings of Machine Learning Research},
volume = {176},
pages = {80--96},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v176/el-baz22a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BazUACCFGGGHHHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BischlCFGHLMRV21,
author = {Bernd Bischl and
Giuseppe Casalicchio and
Matthias Feurer and
Pieter Gijsbers and
Frank Hutter and
Michel Lang and
Rafael Gomes Mantovani and
Jan N. van Rijn and
Joaquin Vanschoren},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {OpenML Benchmarking Suites},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/c7e1249ffc03eb9ded908c236bd1996d-Abstract-round2.html},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BischlCFGHLMRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SalinasBRV21,
author = {Nelly Rosaura Palacios Salinas and
Mitra Baratchi and
Jan N. van Rijn and
Andreas Vollrath},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Automated Machine Learning for Satellite Data: Integrating Remote
Sensing Pre-trained Models into AutoML Systems},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {447--462},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_28},
doi = {10.1007/978-3-030-86517-7\_28},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SalinasBRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2021metadl,
editor = {Isabelle Guyon and
Jan N. van Rijn and
S{\'{e}}bastien Treguer and
Joaquin Vanschoren},
title = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
2021, virtual, February 9, 2021},
series = {Proceedings of Machine Learning Research},
volume = {140},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v140/},
timestamp = {Fri, 15 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/2021metadl.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bnaic/2020s,
editor = {Mitra Baratchi and
Lu Cao and
Walter A. Kosters and
Jefrey Lijffijt and
Jan N. van Rijn and
Frank W. Takes},
title = {Artificial Intelligence and Machine Learning - 32nd Benelux Conference,
BNAIC/Benelearn 2020, Leiden, The Netherlands, November 19-20, 2020,
Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1398},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-76640-5},
doi = {10.1007/978-3-030-76640-5},
isbn = {978-3-030-76639-9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bnaic/2020s.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-10527,
author = {Mike Huisman and
Aske Plaat and
Jan N. van Rijn},
title = {Stateless Neural Meta-Learning using Second-Order Gradients},
journal = {CoRR},
volume = {abs/2104.10527},
year = {2021},
url = {https://arxiv.org/abs/2104.10527},
eprinttype = {arXiv},
eprint = {2104.10527},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-10527.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05767,
author = {Pieter Gijsbers and
Florian Pfisterer and
Jan N. van Rijn and
Bernd Bischl and
Joaquin Vanschoren},
title = {Meta-Learning for Symbolic Hyperparameter Defaults},
journal = {CoRR},
volume = {abs/2106.05767},
year = {2021},
url = {https://arxiv.org/abs/2106.05767},
eprinttype = {arXiv},
eprint = {2106.05767},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05767.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-13914,
author = {Felix Mohr and
Jan N. van Rijn},
title = {Fast and Informative Model Selection using Learning Curve Cross-Validation},
journal = {CoRR},
volume = {abs/2111.13914},
year = {2021},
url = {https://arxiv.org/abs/2111.13914},
eprinttype = {arXiv},
eprint = {2111.13914},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-13914.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/MaMR20,
author = {Jeannette Shijie Ma and
Marcello A. G{\'{o}}mez Maureira and
Jan N. van Rijn},
editor = {Khiet P. Truong and
Dirk Heylen and
Mary Czerwinski and
Nadia Berthouze and
Mohamed Chetouani and
Mikio Nakano},
title = {Eating Sound Dataset for 20 Food Types and Sound Classification Using
Convolutional Neural Networks},
booktitle = {Companion Publication of the 2020 International Conference on Multimodal
Interaction, {ICMI} Companion 2020, Virtual Event, The Netherlands,
October, 2020},
pages = {348--351},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3395035.3425656},
doi = {10.1145/3395035.3425656},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmi/MaMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03522,
author = {Mike Huisman and
Jan N. van Rijn and
Aske Plaat},
title = {A Survey of Deep Meta-Learning},
journal = {CoRR},
volume = {abs/2010.03522},
year = {2020},
url = {https://arxiv.org/abs/2010.03522},
eprinttype = {arXiv},
eprint = {2010.03522},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/LindauerRK19,
author = {Marius Lindauer and
Jan N. van Rijn and
Lars Kotthoff},
title = {The algorithm selection competitions 2015 and 2017},
journal = {Artif. Intell.},
volume = {272},
pages = {86--100},
year = {2019},
url = {https://doi.org/10.1016/j.artint.2018.10.004},
doi = {10.1016/J.ARTINT.2018.10.004},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/LindauerRK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/SadawiOVRBBGSK19,
author = {Noureddin Sadawi and
Iv{\'{a}}n Olier and
Joaquin Vanschoren and
Jan N. van Rijn and
Jeremy Besnard and
G. Richard J. Bickerton and
Crina Grosan and
Larisa N. Soldatova and
Ross D. King},
title = {Multi-task learning with a natural metric for quantitative structure
activity relationship learning},
journal = {J. Cheminformatics},
volume = {11},
number = {1},
pages = {68:1--68:13},
year = {2019},
url = {https://doi.org/10.1186/s13321-019-0392-1},
doi = {10.1186/S13321-019-0392-1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcheminf/SadawiOVRBBGSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/SharmaRHM19,
author = {Abhinav Sharma and
Jan N. van Rijn and
Frank Hutter and
Andreas M{\"{u}}ller},
editor = {Petra Kralj Novak and
Tomislav Smuc and
Saso Dzeroski},
title = {Hyperparameter Importance for Image Classification by Residual Neural
Networks},
booktitle = {Discovery Science - 22nd International Conference, {DS} 2019, Split,
Croatia, October 28-30, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11828},
pages = {112--126},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33778-0\_10},
doi = {10.1007/978-3-030-33778-0\_10},
timestamp = {Tue, 22 Oct 2019 15:44:49 +0200},
biburl = {https://dblp.org/rec/conf/dis/SharmaRHM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02490,
author = {Matthias Feurer and
Jan N. van Rijn and
Arlind Kadra and
Pieter Gijsbers and
Neeratyoy Mallik and
Sahithya Ravi and
Andreas M{\"{u}}ller and
Joaquin Vanschoren and
Frank Hutter},
title = {OpenML-Python: an extensible Python {API} for OpenML},
journal = {CoRR},
volume = {abs/1911.02490},
year = {2019},
url = {http://arxiv.org/abs/1911.02490},
eprinttype = {arXiv},
eprint = {1911.02490},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02490.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AbdulrahmanBRV18,
author = {Salisu Mamman Abdulrahman and
Pavel Brazdil and
Jan N. van Rijn and
Joaquin Vanschoren},
title = {Speeding up algorithm selection using average ranking and active testing
by introducing runtime},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {79--108},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5687-8},
doi = {10.1007/S10994-017-5687-8},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AbdulrahmanBRV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RijnHPV18,
author = {Jan N. van Rijn and
Geoffrey Holmes and
Bernhard Pfahringer and
Joaquin Vanschoren},
title = {The online performance estimation framework: heterogeneous ensemble
learning for data streams},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {149--176},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5686-9},
doi = {10.1007/S10994-017-5686-9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RijnHPV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/RijnTV18,
author = {Jan N. van Rijn and
Frank W. Takes and
Jonathan K. Vis},
editor = {Martin Atzmueller and
Wouter Duivesteijn},
title = {Computing and Predicting Winning Hands in the Trick-Taking Game of
Klaverjas},
booktitle = {Artificial Intelligence - 30th Benelux Conference, {BNAIC} 2018, 's-Hertogenbosch,
The Netherlands, November 8-9, 2018, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1021},
pages = {106--120},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-31978-6\_9},
doi = {10.1007/978-3-030-31978-6\_9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bnaic/RijnTV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/StrangPRH18,
author = {Benjamin Strang and
Peter van der Putten and
Jan N. van Rijn and
Frank Hutter},
editor = {Wouter Duivesteijn and
Arno Siebes and
Antti Ukkonen},
title = {Don't Rule Out Simple Models Prematurely: {A} Large Scale Benchmark
Comparing Linear and Non-linear Classifiers in OpenML},
booktitle = {Advances in Intelligent Data Analysis {XVII} - 17th International
Symposium, {IDA} 2018, 's-Hertogenbosch, The Netherlands, October
24-26, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11191},
pages = {303--315},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01768-2\_25},
doi = {10.1007/978-3-030-01768-2\_25},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/StrangPRH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RijnH18,
author = {Jan N. van Rijn and
Frank Hutter},
editor = {Yike Guo and
Faisal Farooq},
title = {Hyperparameter Importance Across Datasets},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2367--2376},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220058},
doi = {10.1145/3219819.3220058},
timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/RijnH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01214,
author = {Marius Lindauer and
Jan N. van Rijn and
Lars Kotthoff},
title = {The Algorithm Selection Competition Series 2015-17},
journal = {CoRR},
volume = {abs/1805.01214},
year = {2018},
url = {http://arxiv.org/abs/1805.01214},
eprinttype = {arXiv},
eprint = {1805.01214},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-01214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09409,
author = {Florian Pfisterer and
Jan N. van Rijn and
Philipp Probst and
Andreas C. M{\"{u}}ller and
Bernd Bischl},
title = {Learning Multiple Defaults for Machine Learning Algorithms},
journal = {CoRR},
volume = {abs/1811.09409},
year = {2018},
url = {http://arxiv.org/abs/1811.09409},
eprinttype = {arXiv},
eprint = {1811.09409},
timestamp = {Thu, 15 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-09409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RijnH17,
author = {Jan N. van Rijn and
Frank Hutter},
editor = {Pavel Brazdil and
Joaquin Vanschoren and
Frank Hutter and
Holger H. Hoos},
title = {An Empirical Study of Hyperparameter Importance Across Datasets},
booktitle = {Proceedings of the International Workshop on Automatic Selection,
Configuration and Composition of Machine Learning Algorithms co-located
with the European Conference on Machine Learning {\&} Principles
and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
2017, Skopje, Macedonia, September 22, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1998},
pages = {91--98},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1998/paper\_09.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RijnH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/oasc/LindauerRK17,
author = {Marius Lindauer and
Jan N. van Rijn and
Lars Kotthoff},
title = {Open Algorithm Selection Challenge 2017: Setup and Scenarios},
booktitle = {Proceedings of the Open Algorithm Selection Challenge 2017, Brussels,
Belgium, September 11-12, 2017},
series = {Proceedings of Machine Learning Research},
volume = {79},
pages = {1--7},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v79/lindauer17a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/oasc/LindauerRK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-03731,
author = {Bernd Bischl and
Giuseppe Casalicchio and
Matthias Feurer and
Frank Hutter and
Michel Lang and
Rafael Gomes Mantovani and
Jan N. van Rijn and
Joaquin Vanschoren},
title = {OpenML Benchmarking Suites and the OpenML100},
journal = {CoRR},
volume = {abs/1708.03731},
year = {2017},
url = {http://arxiv.org/abs/1708.03731},
eprinttype = {arXiv},
eprint = {1708.03731},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-03731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-04725,
author = {Jan N. van Rijn and
Frank Hutter},
title = {Hyperparameter Importance Across Datasets},
journal = {CoRR},
volume = {abs/1710.04725},
year = {2017},
url = {http://arxiv.org/abs/1710.04725},
eprinttype = {arXiv},
eprint = {1710.04725},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-04725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/PostPR16,
author = {Martijn J. Post and
Peter van der Putten and
Jan N. van Rijn},
editor = {Henrik Bostr{\"{o}}m and
Arno J. Knobbe and
Carlos Soares and
Panagiotis Papapetrou},
title = {Does Feature Selection Improve Classification? {A} Large Scale Experiment
in OpenML},
booktitle = {Advances in Intelligent Data Analysis {XV} - 15th International Symposium,
{IDA} 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9897},
pages = {158--170},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46349-0\_14},
doi = {10.1007/978-3-319-46349-0\_14},
timestamp = {Sun, 02 Jun 2019 21:13:53 +0200},
biburl = {https://dblp.org/rec/conf/ida/PostPR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HoogeboomKRV16,
author = {Hendrik Jan Hoogeboom and
Walter A. Kosters and
Jan N. van Rijn and
Jonathan K. Vis},
title = {Acyclic Constraint Logic and Games},
journal = {CoRR},
volume = {abs/1604.05487},
year = {2016},
url = {http://arxiv.org/abs/1604.05487},
eprinttype = {arXiv},
eprint = {1604.05487},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HoogeboomKRV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RijnV16,
author = {Jan N. van Rijn and
Jonathan K. Vis},
title = {Endgame Analysis of Dou Shou Qi},
journal = {CoRR},
volume = {abs/1604.07312},
year = {2016},
url = {http://arxiv.org/abs/1604.07312},
eprinttype = {arXiv},
eprint = {1604.07312},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RijnV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RijnTV16,
author = {Jan N. van Rijn and
Frank W. Takes and
Jonathan K. Vis},
title = {The Complexity of Rummikub Problems},
journal = {CoRR},
volume = {abs/1604.07553},
year = {2016},
url = {http://arxiv.org/abs/1604.07553},
eprinttype = {arXiv},
eprint = {1604.07553},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RijnTV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RijnHPV15,
author = {Jan N. van Rijn and
Geoffrey Holmes and
Bernhard Pfahringer and
Joaquin Vanschoren},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Having a Blast: Meta-Learning and Heterogeneous Ensembles for Data
Streams},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {1003--1008},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.55},
doi = {10.1109/ICDM.2015.55},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/RijnHPV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/RijnABV15,
author = {Jan N. van Rijn and
Salisu Mamman Abdulrahman and
Pavel Brazdil and
Joaquin Vanschoren},
editor = {{\'{E}}lisa Fromont and
Tijl De Bie and
Matthijs van Leeuwen},
title = {Fast Algorithm Selection Using Learning Curves},
booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium,
{IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9385},
pages = {298--309},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24465-5\_26},
doi = {10.1007/978-3-319-24465-5\_26},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/RijnABV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/VanschorenRB15,
author = {Joaquin Vanschoren and
Jan N. van Rijn and
Bernd Bischl},
title = {Taking machine learning research online with OpenML},
booktitle = {Proceedings of the 4th International Workshop on Big Data, Streams
and Heterogeneous Source Mining: Algorithms, Systems, Programming
Models and Applications, BigMine 2015, Sydney, Australia, August 10,
2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {41},
pages = {1--4},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v41/vanschoren15.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/kdd/VanschorenRB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AbdulrahmanBRV15,
author = {Salisu Mamman Abdulrahman and
Pavel Brazdil and
Jan N. van Rijn and
Joaquin Vanschoren},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Algorithm Selection via Meta-learning and Sample-based Active Testing},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {55--66},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-07.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AbdulrahmanBRV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RijnV15,
author = {Jan N. van Rijn and
Joaquin Vanschoren},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Sharing RapidMiner Workflows and Experiments with OpenML},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {93--103},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-10.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RijnV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icga/HoogeboomKRV14,
author = {Hendrik Jan Hoogeboom and
Walter A. Kosters and
Jan N. van Rijn and
Jonathan K. Vis},
title = {Acyclic Constraint Logic and Games},
journal = {J. Int. Comput. Games Assoc.},
volume = {37},
number = {1},
pages = {3--16},
year = {2014},
url = {https://doi.org/10.3233/ICG-2014-37102},
doi = {10.3233/ICG-2014-37102},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icga/HoogeboomKRV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icga/RijnV14,
author = {Jan N. van Rijn and
Jonathan K. Vis},
title = {Endgame Analysis of {DOU} {SHOU} {QI}},
journal = {J. Int. Comput. Games Assoc.},
volume = {37},
number = {2},
pages = {120--124},
year = {2014},
url = {https://doi.org/10.3233/ICG-2014-37208},
doi = {10.3233/ICG-2014-37208},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icga/RijnV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/RijnHPV14,
author = {Jan N. van Rijn and
Geoffrey Holmes and
Bernhard Pfahringer and
Joaquin Vanschoren},
editor = {Saso Dzeroski and
Pance Panov and
Dragi Kocev and
Ljupco Todorovski},
title = {Algorithm Selection on Data Streams},
booktitle = {Discovery Science - 17th International Conference, {DS} 2014, Bled,
Slovenia, October 8-10, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8777},
pages = {325--336},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11812-3\_28},
doi = {10.1007/978-3-319-11812-3\_28},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/RijnHPV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/RijnHPV14,
author = {Jan N. van Rijn and
Geoffrey Holmes and
Bernhard Pfahringer and
Joaquin Vanschoren},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Carlos Soares and
Lars Kotthoff},
title = {Towards Meta-learning over Data Streams},
booktitle = {Proceedings of the International Workshop on Meta-learning and Algorithm
Selection co-located with 21st European Conference on Artificial Intelligence,
MetaSel@ECAI 2014, Prague, Czech Republic, August 19, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1201},
pages = {37--38},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1201/paper-08.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:14 +0100},
biburl = {https://dblp.org/rec/conf/ecai/RijnHPV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VanschorenRBT14,
author = {Joaquin Vanschoren and
Jan N. van Rijn and
Bernd Bischl and
Lu{\'{\i}}s Torgo},
title = {OpenML: networked science in machine learning},
journal = {CoRR},
volume = {abs/1407.7722},
year = {2014},
url = {http://arxiv.org/abs/1407.7722},
eprinttype = {arXiv},
eprint = {1407.7722},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VanschorenRBT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/VanschorenRBT13,
author = {Joaquin Vanschoren and
Jan N. van Rijn and
Bernd Bischl and
Lu{\'{\i}}s Torgo},
title = {OpenML: networked science in machine learning},
journal = {{SIGKDD} Explor.},
volume = {15},
number = {2},
pages = {49--60},
year = {2013},
url = {https://doi.org/10.1145/2641190.2641198},
doi = {10.1145/2641190.2641198},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/VanschorenRBT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RijnBTGUFWWBV13,
author = {Jan N. van Rijn and
Bernd Bischl and
Lu{\'{\i}}s Torgo and
Bo Gao and
Venkatesh Umaashankar and
Simon Fischer and
Patrick Winter and
Bernd Wiswedel and
Michael R. Berthold and
Joaquin Vanschoren},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {OpenML: {A} Collaborative Science Platform},
booktitle = {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},
pages = {645--649},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_46},
doi = {10.1007/978-3-642-40994-3\_46},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RijnBTGUFWWBV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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