BibTeX records: Isabelle Guyon

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@article{DBLP:journals/corr/abs-2401-13693,
  author       = {Hugo Jair Escalante Balderas and
                  Isabelle Guyon and
                  Addison Howard and
                  Walter Reade and
                  S{\'{e}}bastien Treguer},
  title        = {Challenge design roadmap},
  journal      = {CoRR},
  volume       = {abs/2401.13693},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.13693},
  doi          = {10.48550/ARXIV.2401.13693},
  eprinttype    = {arXiv},
  eprint       = {2401.13693},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-13693.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csbs/AmroucheBCEEFGGGGGGHIKKMRSUV23,
  author       = {Sabrina Amrouche and
                  Laurent Basara and
                  Paolo Calafiura and
                  Dmitry Emeliyanov and
                  Victor Estrade and
                  Steven Farrell and
                  C{\'{e}}cile Germain and
                  Vladimir Vava Gligorov and
                  Tobias Golling and
                  Sergey Gorbunov and
                  Heather M. Gray and
                  Isabelle Guyon and
                  Mikhail Hushchyn and
                  Vincenzo Innocente and
                  Moritz Kiehn and
                  Marcel Kunze and
                  Edward Moyse and
                  David Rousseau and
                  Andreas Salzburger and
                  Andrey Ustyuzhanin and
                  Jean{-}Roch Vlimant},
  title        = {The Tracking Machine Learning Challenge: Throughput Phase},
  journal      = {Comput. Softw. Big Sci.},
  volume       = {7},
  number       = {1},
  pages        = {1},
  year         = {2023},
  url          = {https://doi.org/10.1007/s41781-023-00094-w},
  doi          = {10.1007/S41781-023-00094-W},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/csbs/AmroucheBCEEFGGGGGGHIKKMRSUV23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PavaoGLTBEETX23,
  author       = {Adrien Pavao and
                  Isabelle Guyon and
                  Anne{-}Catherine Letournel and
                  Dinh{-}Tuan Tran and
                  Xavier Bar{\'{o}} and
                  Hugo Jair Escalante and
                  Sergio Escalera and
                  Tyler Thomas and
                  Zhen Xu},
  title        = {CodaLab Competitions: An Open Source Platform to Organize Scientific
                  Challenges},
  journal      = {J. Mach. Learn. Res.},
  volume       = {24},
  pages        = {198:1--198:6},
  year         = {2023},
  url          = {http://jmlr.org/papers/v24/21-1436.html},
  timestamp    = {Thu, 19 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/PavaoGLTBEETX23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eScience/EgeleGVB23,
  author       = {Romain {\'{E}}gel{\'{e}} and
                  Isabelle Guyon and
                  Venkatram Vishwanath and
                  Prasanna Balaprakash},
  title        = {Asynchronous Decentralized Bayesian Optimization for Large Scale Hyperparameter
                  Optimization},
  booktitle    = {19th {IEEE} International Conference on e-Science, e-Science 2023,
                  Limassol, Cyprus, October 9-13, 2023},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/e-Science58273.2023.10254839},
  doi          = {10.1109/E-SCIENCE58273.2023.10254839},
  timestamp    = {Fri, 29 Sep 2023 13:35:31 +0200},
  biburl       = {https://dblp.org/rec/conf/eScience/EgeleGVB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SunGMT23,
  author       = {Haozhe Sun and
                  Isabelle Guyon and
                  Felix Mohr and
                  Hedi Tabia},
  title        = {RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
                  Coast, Australia, June 18-23, 2023},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IJCNN54540.2023.10191770},
  doi          = {10.1109/IJCNN54540.2023.10191770},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcnn/SunGMT23.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-2307-15422,
  author       = {Romain Egele and
                  Isabelle Guyon and
                  Yixuan Sun and
                  Prasanna Balaprakash},
  title        = {Is One Epoch All You Need For Multi-Fidelity Hyperparameter Optimization?},
  journal      = {CoRR},
  volume       = {abs/2307.15422},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.15422},
  doi          = {10.48550/ARXIV.2307.15422},
  eprinttype    = {arXiv},
  eprint       = {2307.15422},
  timestamp    = {Wed, 02 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-15422.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01154,
  author       = {Haozhe Sun and
                  Isabelle Guyon},
  title        = {Modularity in Deep Learning: {A} Survey},
  journal      = {CoRR},
  volume       = {abs/2310.01154},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.01154},
  doi          = {10.48550/ARXIV.2310.01154},
  eprinttype    = {arXiv},
  eprint       = {2310.01154},
  timestamp    = {Wed, 18 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-01154.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01157,
  author       = {Haozhe Sun and
                  Isabelle Guyon and
                  Felix Mohr and
                  Hedi Tabia},
  title        = {RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network},
  journal      = {CoRR},
  volume       = {abs/2310.01157},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.01157},
  doi          = {10.48550/ARXIV.2310.01157},
  eprinttype    = {arXiv},
  eprint       = {2310.01157},
  timestamp    = {Wed, 18 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-01157.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-13028,
  author       = {Luis Oala and
                  Manil Maskey and
                  Lilith Bat{-}Leah and
                  Alicia Parrish and
                  Nezihe Merve G{\"{u}}rel and
                  Tzu{-}Sheng Kuo and
                  Yang Liu and
                  Rotem Dror and
                  Danilo Brajovic and
                  Xiaozhe Yao and
                  Max Bartolo and
                  William Gaviria Rojas and
                  Ryan Hileman and
                  Rainier Aliment and
                  Michael W. Mahoney and
                  Meg Risdal and
                  Matthew Lease and
                  Wojciech Samek and
                  Debojyoti Dutta and
                  Curtis G. Northcutt and
                  Cody Coleman and
                  Braden Hancock and
                  Bernard Koch and
                  Girmaw Abebe Tadesse and
                  Bojan Karlas and
                  Ahmed M. Alaa and
                  Adji Bousso Dieng and
                  Natasha F. Noy and
                  Vijay Janapa Reddi and
                  James Zou and
                  Praveen K. Paritosh and
                  Mihaela van der Schaar and
                  Kurt D. Bollacker and
                  Lora Aroyo and
                  Ce Zhang and
                  Joaquin Vanschoren and
                  Isabelle Guyon and
                  Peter Mattson},
  title        = {{DMLR:} Data-centric Machine Learning Research - Past, Present and
                  Future},
  journal      = {CoRR},
  volume       = {abs/2311.13028},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.13028},
  doi          = {10.48550/ARXIV.2311.13028},
  eprinttype    = {arXiv},
  eprint       = {2311.13028},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-13028.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/PedersenMHSTG22,
  author       = {Joseph Pedersen and
                  Rafael Mu{\~{n}}oz{-}G{\'{o}}mez and
                  Jiangnan Huang and
                  Haozhe Sun and
                  Wei{-}Wei Tu and
                  Isabelle Guyon},
  title        = {{LTU} Attacker for Membership Inference},
  journal      = {Algorithms},
  volume       = {15},
  number       = {7},
  pages        = {254},
  year         = {2022},
  url          = {https://doi.org/10.3390/a15070254},
  doi          = {10.3390/A15070254},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/PedersenMHSTG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/XuWZYYTG22,
  author       = {Zhen Xu and
                  Lanning Wei and
                  Huan Zhao and
                  Rex Ying and
                  Quanming Yao and
                  Wei{-}Wei Tu and
                  Isabelle Guyon},
  title        = {Bridging the Gap of AutoGraph Between Academia and Industry: Analyzing
                  AutoGraph Challenge at {KDD} Cup 2020},
  journal      = {Frontiers Artif. Intell.},
  volume       = {5},
  year         = {2022},
  url          = {https://doi.org/10.3389/frai.2022.905104},
  doi          = {10.3389/FRAI.2022.905104},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/frai/XuWZYYTG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BhanotPGB22,
  author       = {Karan Bhanot and
                  Joseph Pedersen and
                  Isabelle Guyon and
                  Kristin P. Bennett},
  title        = {Investigating synthetic medical time-series resemblance},
  journal      = {Neurocomputing},
  volume       = {494},
  pages        = {368--378},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.neucom.2022.04.097},
  doi          = {10.1016/J.NEUCOM.2022.04.097},
  timestamp    = {Mon, 27 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/BhanotPGB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KalainathanGGLS22,
  author       = {Diviyan Kalainathan and
                  Olivier Goudet and
                  Isabelle Guyon and
                  David Lopez{-}Paz and
                  Mich{\`{e}}le Sebag},
  title        = {Structural Agnostic Modeling: Adversarial Learning of Causal Graphs},
  journal      = {J. Mach. Learn. Res.},
  volume       = {23},
  pages        = {219:1--219:62},
  year         = {2022},
  url          = {http://jmlr.org/papers/v23/19-529.html},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/KalainathanGGLS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/XuEPRTYZG22,
  author       = {Zhen Xu and
                  Sergio Escalera and
                  Adrien Pav{\~{a}}o and
                  Magali Richard and
                  Wei{-}Wei Tu and
                  Quanming Yao and
                  Huan Zhao and
                  Isabelle Guyon},
  title        = {Codabench: Flexible, easy-to-use, and reproducible meta-benchmark
                  platform},
  journal      = {Patterns},
  volume       = {3},
  number       = {7},
  pages        = {100543},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.patter.2022.100543},
  doi          = {10.1016/J.PATTER.2022.100543},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/patterns/XuEPRTYZG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taffco/JuniorGPGABEGGL22,
  author       = {J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Yagmur G{\"{u}}{\c{c}}l{\"{u}}t{\"{u}}rk and
                  Marc P{\'{e}}rez and
                  Umut G{\"{u}}{\c{c}}l{\"{u}} and
                  Carlos And{\'{u}}jar and
                  Xavier Bar{\'{o}} and
                  Hugo Jair Escalante and
                  Isabelle Guyon and
                  Marcel A. J. van Gerven and
                  Rob van Lier and
                  Sergio Escalera},
  title        = {First Impressions: {A} Survey on Vision-Based Apparent Personality
                  Trait Analysis},
  journal      = {{IEEE} Trans. Affect. Comput.},
  volume       = {13},
  number       = {1},
  pages        = {75--95},
  year         = {2022},
  url          = {https://doi.org/10.1109/TAFFC.2019.2930058},
  doi          = {10.1109/TAFFC.2019.2930058},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taffco/JuniorGPGABEGGL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taffco/EscalanteKSEGGB22,
  author       = {Hugo Jair Escalante and
                  Heysem Kaya and
                  Albert Ali Salah and
                  Sergio Escalera and
                  Yagmur G{\"{u}}{\c{c}}l{\"{u}}t{\"{u}}rk and
                  Umut G{\"{u}}{\c{c}}l{\"{u}} and
                  Xavier Bar{\'{o}} and
                  Isabelle Guyon and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Meysam Madadi and
                  St{\'{e}}phane Ayache and
                  Evelyne Viegas and
                  Furkan G{\"{u}}rpinar and
                  Achmadnoer Sukma Wicaksana and
                  Cynthia C. S. Liem and
                  Marcel A. J. van Gerven and
                  Rob van Lier},
  title        = {Modeling, Recognizing, and Explaining Apparent Personality From Videos},
  journal      = {{IEEE} Trans. Affect. Comput.},
  volume       = {13},
  number       = {2},
  pages        = {894--911},
  year         = {2022},
  url          = {https://doi.org/10.1109/TAFFC.2020.2973984},
  doi          = {10.1109/TAFFC.2020.2973984},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taffco/EscalanteKSEGGB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WanLWLMEAGGL22,
  author       = {Jun Wan and
                  Chi Lin and
                  Longyin Wen and
                  Yunan Li and
                  Qiguang Miao and
                  Sergio Escalera and
                  Gholamreza Anbarjafari and
                  Isabelle Guyon and
                  Guodong Guo and
                  Stan Z. Li},
  title        = {ChaLearn Looking at People: IsoGD and ConGD Large-Scale {RGB-D} Gesture
                  Recognition},
  journal      = {{IEEE} Trans. Cybern.},
  volume       = {52},
  number       = {5},
  pages        = {3422--3433},
  year         = {2022},
  url          = {https://doi.org/10.1109/TCYB.2020.3012092},
  doi          = {10.1109/TCYB.2020.3012092},
  timestamp    = {Fri, 24 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcyb/WanLWLMEAGGL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Carrion-OjedaCB22,
  author       = {Dustin Carri{\'{o}}n{-}Ojeda and
                  Hong Chen and
                  Adrian El Baz and
                  Sergio Escalera and
                  Chaoyu Guan and
                  Isabelle Guyon and
                  Ihsan Ullah and
                  Xin Wang and
                  Wenwu Zhu},
  editor       = {Pavel Brazdil and
                  Jan N. van Rijn and
                  Henry Gouk and
                  Felix Mohr},
  title        = {NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline
                  results},
  booktitle    = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
                  Grenoble, France},
  series       = {Proceedings of Machine Learning Research},
  volume       = {191},
  pages        = {24--37},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v191/carrion-ojeda22a.html},
  timestamp    = {Mon, 04 Sep 2023 17:13:09 +0200},
  biburl       = {https://dblp.org/rec/conf/ecml/Carrion-OjedaCB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PavaoGL22,
  author       = {Adrien Pav{\~{a}}o and
                  Isabelle Guyon and
                  Zhengying Liu},
  title        = {Filtering participants improves generalization in competitions and
                  benchmarks},
  booktitle    = {30th European Symposium on Artificial Neural Networks, Computational
                  Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
                  October 5-7, 2022},
  year         = {2022},
  url          = {https://doi.org/10.14428/esann/2022.ES2022-72},
  doi          = {10.14428/ESANN/2022.ES2022-72},
  timestamp    = {Mon, 22 May 2023 11:29:57 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/PavaoGL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/EgeleMRLGB22,
  author       = {Romain Egele and
                  Romit Maulik and
                  Krishnan Raghavan and
                  Bethany Lusch and
                  Isabelle Guyon and
                  Prasanna Balaprakash},
  title        = {AutoDEUQ: Automated Deep Ensemble with Uncertainty Quantification},
  booktitle    = {26th International Conference on Pattern Recognition, {ICPR} 2022,
                  Montreal, QC, Canada, August 21-25, 2022},
  pages        = {1908--1914},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICPR56361.2022.9956231},
  doi          = {10.1109/ICPR56361.2022.9956231},
  timestamp    = {Thu, 01 Dec 2022 13:56:03 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/EgeleMRLGB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NguyenSGG22,
  author       = {Manh Hung Nguyen and
                  Lisheng Sun{-}Hosoya and
                  Nathan Grinsztajn and
                  Isabelle Guyon},
  title        = {Meta-learning from Learning Curves: Challenge Design and Baseline
                  Results},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
                  Italy, July 18-23, 2022},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/IJCNN55064.2022.9892534},
  doi          = {10.1109/IJCNN55064.2022.9892534},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/NguyenSGG22.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}
}
@proceedings{DBLP:conf/automl/2022,
  editor       = {Isabelle Guyon and
                  Marius Lindauer and
                  Mihaela van der Schaar and
                  Frank Hutter and
                  Roman Garnett},
  title        = {International Conference on Automated Machine Learning, AutoML 2022,
                  25-27 July 2022, Johns Hopkins University, Baltimore, MD, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {188},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v188/},
  timestamp    = {Mon, 28 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/automl/2022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-03801,
  author       = {Zhengying Liu and
                  Adrien Pavao and
                  Zhen Xu and
                  Sergio Escalera and
                  Fabio Ferreira and
                  Isabelle Guyon and
                  Sirui Hong and
                  Frank Hutter and
                  Rongrong Ji and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Ge Li and
                  Marius Lindauer and
                  Zhipeng Luo and
                  Meysam Madadi and
                  Thomas Nierhoff and
                  Kangning Niu and
                  Chunguang Pan and
                  Danny Stoll and
                  S{\'{e}}bastien Treguer and
                  Jin Wang and
                  Peng Wang and
                  Chenglin Wu and
                  Youcheng Xiong and
                  Arber Zela and
                  Yang Zhang},
  title        = {Winning solutions and post-challenge analyses of the ChaLearn AutoDL
                  challenge 2019},
  journal      = {CoRR},
  volume       = {abs/2201.03801},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.03801},
  eprinttype    = {arXiv},
  eprint       = {2201.03801},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-03801.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-06648,
  author       = {Haozhe Sun and
                  Wei{-}Wei Tu and
                  Isabelle Guyon},
  title        = {OmniPrint: {A} Configurable Printed Character Synthesizer},
  journal      = {CoRR},
  volume       = {abs/2201.06648},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.06648},
  eprinttype    = {arXiv},
  eprint       = {2201.06648},
  timestamp    = {Fri, 21 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-06648.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-2202-02278,
  author       = {Joseph Pedersen and
                  Rafael Mu{\~{n}}oz{-}G{\'{o}}mez and
                  Jiangnan Huang and
                  Haozhe Sun and
                  Wei{-}Wei Tu and
                  Isabelle Guyon},
  title        = {{LTU} Attacker for Membership Inference},
  journal      = {CoRR},
  volume       = {abs/2202.02278},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.02278},
  eprinttype    = {arXiv},
  eprint       = {2202.02278},
  timestamp    = {Tue, 25 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-02278.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06052,
  author       = {Sebastian Weichwald and
                  S{\o}ren Wengel Mogensen and
                  Tabitha Edith Lee and
                  Dominik Baumann and
                  Oliver Kroemer and
                  Isabelle Guyon and
                  Sebastian Trimpe and
                  Jonas Peters and
                  Niklas Pfister},
  title        = {Learning by Doing: Controlling a Dynamical System using Causality,
                  Control, and Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2202.06052},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.06052},
  eprinttype    = {arXiv},
  eprint       = {2202.06052},
  timestamp    = {Fri, 18 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-06052.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-02480,
  author       = {Germ{\'{a}}n Barquero and
                  Johnny N{\'{u}}{\~{n}}ez and
                  Sergio Escalera and
                  Zhen Xu and
                  Wei{-}Wei Tu and
                  Isabelle Guyon and
                  Cristina Palmero},
  title        = {Didn't see that coming: a survey on non-verbal social human behavior
                  forecasting},
  journal      = {CoRR},
  volume       = {abs/2203.02480},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.02480},
  doi          = {10.48550/ARXIV.2203.02480},
  eprinttype    = {arXiv},
  eprint       = {2203.02480},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-02480.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-03245,
  author       = {Germ{\'{a}}n Barquero and
                  Johnny N{\'{u}}{\~{n}}ez and
                  Zhen Xu and
                  Sergio Escalera and
                  Wei{-}Wei Tu and
                  Isabelle Guyon and
                  Cristina Palmero},
  title        = {Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting
                  in Face-to-Face Interaction Scenarios},
  journal      = {CoRR},
  volume       = {abs/2203.03245},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.03245},
  doi          = {10.48550/ARXIV.2203.03245},
  eprinttype    = {arXiv},
  eprint       = {2203.03245},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-03245.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-02625,
  author       = {Zhen Xu and
                  Lanning Wei and
                  Huan Zhao and
                  Rex Ying and
                  Quanming Yao and
                  Wei{-}Wei Tu and
                  Isabelle Guyon},
  title        = {Bridging the Gap of AutoGraph between Academia and Industry: Analysing
                  AutoGraph Challenge at {KDD} Cup 2020},
  journal      = {CoRR},
  volume       = {abs/2204.02625},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.02625},
  doi          = {10.48550/ARXIV.2204.02625},
  eprinttype    = {arXiv},
  eprint       = {2204.02625},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-02625.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-2207-00479,
  author       = {Romain Egele and
                  Joceran Gouneau and
                  Venkatram Vishwanath and
                  Isabelle Guyon and
                  Prasanna Balaprakash},
  title        = {Asynchronous Distributed Bayesian Optimization at {HPC} Scale},
  journal      = {CoRR},
  volume       = {abs/2207.00479},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.00479},
  doi          = {10.48550/ARXIV.2207.00479},
  eprinttype    = {arXiv},
  eprint       = {2207.00479},
  timestamp    = {Wed, 06 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-00479.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10330,
  author       = {Ga{\"{e}}tan Serr{\'{e}} and
                  Eva Boguslawski and
                  Benjamin Donnot and
                  Adrien Pav{\~{a}}o and
                  Isabelle Guyon and
                  Antoine Marot},
  title        = {Reinforcement learning for Energies of the future and carbon neutrality:
                  a Challenge Design},
  journal      = {CoRR},
  volume       = {abs/2207.10330},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.10330},
  doi          = {10.48550/ARXIV.2207.10330},
  eprinttype    = {arXiv},
  eprint       = {2207.10330},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-10330.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-02821,
  author       = {Manh Hung Nguyen and
                  Lisheng Sun and
                  Nathan Grinsztajn and
                  Isabelle Guyon},
  title        = {Meta-learning from Learning Curves Challenge: Lessons learned from
                  the First Round and Design of the Second Round},
  journal      = {CoRR},
  volume       = {abs/2208.02821},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.02821},
  doi          = {10.48550/ARXIV.2208.02821},
  eprinttype    = {arXiv},
  eprint       = {2208.02821},
  timestamp    = {Wed, 10 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-02821.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-14686,
  author       = {Dustin Carri{\'{o}}n{-}Ojeda and
                  Hong Chen and
                  Adrian El Baz and
                  Sergio Escalera and
                  Chaoyu Guan and
                  Isabelle Guyon and
                  Ihsan Ullah and
                  Xin Wang and
                  Wenwu Zhu},
  title        = {NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results},
  journal      = {CoRR},
  volume       = {abs/2208.14686},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.14686},
  doi          = {10.48550/ARXIV.2208.14686},
  eprinttype    = {arXiv},
  eprint       = {2208.14686},
  timestamp    = {Tue, 04 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-14686.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/DecampsAPABAEGN21,
  author       = {Cl{\'{e}}mentine Decamps and
                  Alexis Arnaud and
                  Florent Petitprez and
                  Mira Ayadi and
                  Aur{\'{e}}lia Baur{\`{e}}s and
                  Lucile Armenoult and
                  Sergio Escalera and
                  Isabelle Guyon and
                  R{\'{e}}my Nicolle and
                  Richard Tomasini and
                  Aur{\'{e}}lien de Reyni{\`{e}}s and
                  J{\'{e}}r{\^{o}}me Cros and
                  Yuna Blum and
                  Magali Richard},
  title        = {DECONbench: a benchmarking platform dedicated to deconvolution methods
                  for tumor heterogeneity quantification},
  journal      = {{BMC} Bioinform.},
  volume       = {22},
  number       = {1},
  pages        = {473},
  year         = {2021},
  url          = {https://doi.org/10.1186/s12859-021-04381-4},
  doi          = {10.1186/S12859-021-04381-4},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bmcbi/DecampsAPABAEGN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/BhanotQEGB21,
  author       = {Karan Bhanot and
                  Miao Qi and
                  John S. Erickson and
                  Isabelle Guyon and
                  Kristin P. Bennett},
  title        = {The Problem of Fairness in Synthetic Healthcare Data},
  journal      = {Entropy},
  volume       = {23},
  number       = {9},
  pages        = {1165},
  year         = {2021},
  url          = {https://doi.org/10.3390/e23091165},
  doi          = {10.3390/E23091165},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/entropy/BhanotQEGB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuPXEFGHHJJLLL21,
  author       = {Zhengying Liu and
                  Adrien Pavao and
                  Zhen Xu and
                  Sergio Escalera and
                  Fabio Ferreira and
                  Isabelle Guyon and
                  Sirui Hong and
                  Frank Hutter and
                  Rongrong Ji and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Ge Li and
                  Marius Lindauer and
                  Zhipeng Luo and
                  Meysam Madadi and
                  Thomas Nierhoff and
                  Kangning Niu and
                  Chunguang Pan and
                  Danny Stoll and
                  S{\'{e}}bastien Treguer and
                  Jin Wang and
                  Peng Wang and
                  Chenglin Wu and
                  Youcheng Xiong and
                  Arber Zela and
                  Yang Zhang},
  title        = {Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL
                  Challenge 2019},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {43},
  number       = {9},
  pages        = {3108--3125},
  year         = {2021},
  url          = {https://doi.org/10.1109/TPAMI.2021.3075372},
  doi          = {10.1109/TPAMI.2021.3075372},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LiuPXEFGHHJJLLL21.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/aaai/LiuG21,
  author       = {Zhengying Liu and
                  Isabelle Guyon},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {Asymptotic Analysis of Meta-learning as a Recommendation Problem},
  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        = {100--114},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/liu21a.html},
  timestamp    = {Fri, 15 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiuG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BhanotDPGB21,
  author       = {Karan Bhanot and
                  Saloni Dash and
                  Joseph Pedersen and
                  Isabelle Guyon and
                  Kristin P. Bennett},
  title        = {Quantifying Resemblance of Synthetic Medical Time-Series},
  booktitle    = {29th European Symposium on Artificial Neural Networks, Computational
                  Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
                  Belgium), October 6-8, 2021},
  year         = {2021},
  url          = {https://doi.org/10.14428/esann/2021.ES2021-108},
  doi          = {10.14428/ESANN/2021.ES2021-108},
  timestamp    = {Tue, 31 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/BhanotDPGB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PavaoGV21,
  author       = {Adrien Pavao and
                  Isabelle Guyon and
                  Michael Vaccaro},
  title        = {Judging competitions and benchmarks: a candidate election approach},
  booktitle    = {29th European Symposium on Artificial Neural Networks, Computational
                  Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
                  Belgium), October 6-8, 2021},
  year         = {2021},
  url          = {https://doi.org/10.14428/esann/2021.ES2021-122},
  doi          = {10.14428/ESANN/2021.ES2021-122},
  timestamp    = {Tue, 31 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/PavaoGV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/PalmeroJCGTME21,
  author       = {Cristina Palmero and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Albert Clap{\'{e}}s and
                  Isabelle Guyon and
                  Wei{-}Wei Tu and
                  Thomas B. Moeslund and
                  Sergio Escalera},
  editor       = {Cristina Palmero and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Albert Clap{\'{e}}s and
                  Isabelle Guyon and
                  Wei{-}Wei Tu and
                  Thomas B. Moeslund and
                  Sergio Escalera},
  title        = {Understanding Social Behavior in Dyadic and Small Group Interactions:
                  Preface},
  booktitle    = {ChaLearn {LAP} Challenge on Understanding Social Behavior in Dyadic
                  and Small Group Interactions, {DYAD} 2021, held in conjunction with
                  {ICCV} 2021, Virtual, October 16, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {173},
  pages        = {1--3},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v173/palmero22a.html},
  timestamp    = {Thu, 14 Jul 2022 17:31:05 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/PalmeroJCGTME21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/PalmeroBJCNCSSZ21,
  author       = {Cristina Palmero and
                  Germ{\'{a}}n Barquero and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Albert Clap{\'{e}}s and
                  Johnny N{\'{u}}{\~{n}}ez and
                  David Curto and
                  Sorina Smeureanu and
                  Javier Selva and
                  Zejian Zhang and
                  David Saeteros and
                  David Gallardo{-}Pujol and
                  Georgina Guilera and
                  David Leiva and
                  Feng Han and
                  Xiaoxue Feng and
                  Jennifer He and
                  Wei{-}Wei Tu and
                  Thomas B. Moeslund and
                  Isabelle Guyon and
                  Sergio Escalera},
  editor       = {Cristina Palmero and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Albert Clap{\'{e}}s and
                  Isabelle Guyon and
                  Wei{-}Wei Tu and
                  Thomas B. Moeslund and
                  Sergio Escalera},
  title        = {ChaLearn {LAP} Challenges on Self-Reported Personality Recognition
                  and Non-Verbal Behavior Forecasting During Social Dyadic Interactions:
                  Dataset, Design, and Results},
  booktitle    = {ChaLearn {LAP} Challenge on Understanding Social Behavior in Dyadic
                  and Small Group Interactions, {DYAD} 2021, held in conjunction with
                  {ICCV} 2021, Virtual, October 16, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {173},
  pages        = {4--52},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v173/palmero22b.html},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/PalmeroBJCNCSSZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BarqueroNXETGP21,
  author       = {Germ{\'{a}}n Barquero and
                  Johnny N{\'{u}}{\~{n}}ez and
                  Zhen Xu and
                  Sergio Escalera and
                  Wei{-}Wei Tu and
                  Isabelle Guyon and
                  Cristina Palmero},
  editor       = {Cristina Palmero and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Albert Clap{\'{e}}s and
                  Isabelle Guyon and
                  Wei{-}Wei Tu and
                  Thomas B. Moeslund and
                  Sergio Escalera},
  title        = {Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting
                  in Face-to-Face Interaction Scenarios},
  booktitle    = {ChaLearn {LAP} Challenge on Understanding Social Behavior in Dyadic
                  and Small Group Interactions, {DYAD} 2021, held in conjunction with
                  {ICCV} 2021, Virtual, October 16, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {173},
  pages        = {107--138},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v173/barquero22a.html},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/BarqueroNXETGP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BarqueroNEXTGP21,
  author       = {Germ{\'{a}}n Barquero and
                  Johnny N{\'{u}}{\~{n}}ez and
                  Sergio Escalera and
                  Zhen Xu and
                  Wei{-}Wei Tu and
                  Isabelle Guyon and
                  Cristina Palmero},
  editor       = {Cristina Palmero and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Albert Clap{\'{e}}s and
                  Isabelle Guyon and
                  Wei{-}Wei Tu and
                  Thomas B. Moeslund and
                  Sergio Escalera},
  title        = {Didn't see that coming: a survey on non-verbal social human behavior
                  forecasting},
  booktitle    = {ChaLearn {LAP} Challenge on Understanding Social Behavior in Dyadic
                  and Small Group Interactions, {DYAD} 2021, held in conjunction with
                  {ICCV} 2021, Virtual, October 16, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {173},
  pages        = {139--178},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v173/barquero22b.html},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/BarqueroNEXTGP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PavaoGSLGPBEMLL21,
  author       = {Adrien Pavao and
                  Isabelle Guyon and
                  Nachar St{\'{e}}phane and
                  Fabrice Lebeau and
                  Martin Ghienne and
                  Ludovic Platon and
                  Tristan Barbagelata and
                  Pierre Escamilla and
                  Sana Mzali and
                  Meng Liao and
                  Sylvain Lassonde and
                  Antonin Braun and
                  Slim Ben{-}Amor and
                  Liliana Cucu{-}Grosjean and
                  Marwan Wehaiba and
                  Avner Bar{-}Hen and
                  Adriana Gogonel and
                  Alaeddine Ben Cheikh and
                  Marc Duda and
                  Julien Laugel and
                  Mathieu Marauri and
                  Mhamed Souissi and
                  Th{\'{e}}o Lecerf and
                  Mehdi Elion and
                  Sonia Tabti and
                  Julien Budynek and
                  Pauline Le Bouteiller and
                  Antonin Penon and
                  Rapha{\"{e}}l{-}David Lasseri and
                  Julien Ripoche and
                  Thomas E. Epalle},
  editor       = {M. Arif Wani and
                  Ishwar K. Sethi and
                  Weisong Shi and
                  Guangzhi Qu and
                  Daniela Stan Raicu and
                  Ruoming Jin},
  title        = {Aircraft Numerical "Twin": {A} Time Series Regression Competition},
  booktitle    = {20th {IEEE} International Conference on Machine Learning and Applications,
                  {ICMLA} 2021, Pasadena, CA, USA, December 13-16, 2021},
  pages        = {441--448},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICMLA52953.2021.00075},
  doi          = {10.1109/ICMLA52953.2021.00075},
  timestamp    = {Wed, 23 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmla/PavaoGSLGPBEMLL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CarrionOjedaAEFGDGGKLLMNPRSSUVVWY21,
  author       = {Dustin Carri{\'{o}}n{-}Ojeda and
                  Mahbubul Alam and
                  Sergio Escalera and
                  Ahmed K. Farahat and
                  Dipanjan Ghosh and
                  Maria Teresa Gonzalez Diaz and
                  Chetan Gupta and
                  Isabelle Guyon and
                  Jo{\"{e}}l Roman Ky and
                  Xian Yeow Lee and
                  Xin Liu and
                  Felix Mohr and
                  Manh Hung Nguyen and
                  Emmanuel Pintelas and
                  Stefan Roth and
                  Simone Schaub{-}Meyer and
                  Haozhe Sun and
                  Ihsan Ullah and
                  Joaquin Vanschoren and
                  Lasitha Vidyaratne and
                  Jiamin Wu and
                  Xiaotian Yin},
  editor       = {Marco Ciccone and
                  Gustavo Stolovitzky and
                  Jacob Albrecht},
  title        = {NeurIPS'22 Cross-Domain MetaDL Challenge: Results and lessons
                  learned},
  booktitle    = {NeurIPS 2022 Competition Track, November 28 - December 9, 2022, Online},
  series       = {Proceedings of Machine Learning Research},
  volume       = {220},
  pages        = {50--72},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v220/carrion-ojeda22a.html},
  timestamp    = {Sun, 17 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/CarrionOjedaAEFGDGGKLLMNPRSSUVVWY21.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/SunTG21,
  author       = {Haozhe Sun and
                  Wei{-}Wei Tu and
                  Isabelle Guyon},
  editor       = {Joaquin Vanschoren and
                  Sai{-}Kit Yeung},
  title        = {OmniPrint: {A} Configurable Printed Character Synthesizer},
  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/38b3eff8baf56627478ec76a704e9b52-Abstract-round1.html},
  timestamp    = {Thu, 05 May 2022 16:30:03 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/SunTG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WeichwaldMLBKGT21,
  author       = {Sebastian Weichwald and
                  S{\o}ren Wengel Mogensen and
                  Tabitha Edith Lee and
                  Dominik Baumann and
                  Oliver Kroemer and
                  Isabelle Guyon and
                  Sebastian Trimpe and
                  Jonas Peters and
                  Niklas Pfister},
  editor       = {Douwe Kiela and
                  Marco Ciccone and
                  Barbara Caputo},
  title        = {Learning by Doing: Controlling a Dynamical System using Causality,
                  Control, and Reinforcement Learning},
  booktitle    = {NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December
                  2021, Online},
  series       = {Proceedings of Machine Learning Research},
  volume       = {176},
  pages        = {246--258},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v176/weichwald22a.html},
  timestamp    = {Thu, 11 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/WeichwaldMLBKGT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NguyenGSG21,
  author       = {Manh Hung Nguyen and
                  Isabelle Guyon and
                  Lisheng Sun{-}Hosoya and
                  Nathan Grinsztajn},
  editor       = {Georg Krempl and
                  Vincent Lemaire and
                  Daniel Kottke and
                  Andreas Holzinger and
                  Barbara Hammer},
  title        = {MetaREVEAL: RL-based Meta-learning from Learning Curves},
  booktitle    = {Proceedings of the Workshop on Interactive Adaptive Learning {(IAL}
                  2021) co-located with the European Conference on Machine Learning
                  and Principles and Practice of Knowledge Discovery in Databases {(ECML}
                  {PKDD} 2021), Bilbao, Spain, September 13, 2021},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3079},
  pages        = {1--20},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-3079/ial2021\_paper1.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:13 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/NguyenGSG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XuTG21,
  author       = {Zhen Xu and
                  Wei{-}Wei Tu and
                  Isabelle Guyon},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {AutoML Meets Time Series Regression Design and Analysis of the AutoSeries
                  Challenge},
  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        = {36--51},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_3},
  doi          = {10.1007/978-3-030-86517-7\_3},
  timestamp    = {Wed, 28 Jun 2023 16:19:42 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/XuTG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/EgeleBGVXSL21,
  author       = {Romain {\'{E}}gel{\'{e}} and
                  Prasanna Balaprakash and
                  Isabelle Guyon and
                  Venkatram Vishwanath and
                  Fangfang Xia and
                  Rick Stevens and
                  Zhengying Liu},
  editor       = {Bronis R. de Supinski and
                  Mary W. Hall and
                  Todd Gamblin},
  title        = {AgEBO-tabular: joint neural architecture and hyperparameter search
                  with autotuned data-parallel training for tabular data},
  booktitle    = {International Conference for High Performance Computing, Networking,
                  Storage and Analysis, {SC} 2021, St. Louis, Missouri, USA, November
                  14-19, 2021},
  pages        = {30},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3458817.3476203},
  doi          = {10.1145/3458817.3476203},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/EgeleBGVXSL21.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/iccv/2021dyad,
  editor       = {Cristina Palmero and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Albert Clap{\'{e}}s and
                  Isabelle Guyon and
                  Wei{-}Wei Tu and
                  Thomas B. Moeslund and
                  Sergio Escalera},
  title        = {ChaLearn {LAP} Challenge on Understanding Social Behavior in Dyadic
                  and Small Group Interactions, {DYAD} 2021, held in conjunction with
                  {ICCV} 2021, Virtual, October 16, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {173},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v173/},
  timestamp    = {Thu, 14 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/2021dyad.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03104,
  author       = {Antoine Marot and
                  Benjamin Donnot and
                  Gabriel Dulac{-}Arnold and
                  Adrian Kelly and
                  A{\"{\i}}dan O'Sullivan and
                  Jan Viebahn and
                  Mariette Awad and
                  Isabelle Guyon and
                  Patrick Panciatici and
                  Camilo Romero},
  title        = {Learning to run a Power Network Challenge: a Retrospective Analysis},
  journal      = {CoRR},
  volume       = {abs/2103.03104},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.03104},
  eprinttype    = {arXiv},
  eprint       = {2103.03104},
  timestamp    = {Mon, 15 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-03104.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-10201,
  author       = {Ryan Turner and
                  David Eriksson and
                  Michael McCourt and
                  Juha Kiili and
                  Eero Laaksonen and
                  Zhen Xu and
                  Isabelle Guyon},
  title        = {Bayesian Optimization is Superior to Random Search for Machine Learning
                  Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge
                  2020},
  journal      = {CoRR},
  volume       = {abs/2104.10201},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.10201},
  eprinttype    = {arXiv},
  eprint       = {2104.10201},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-10201.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01160,
  author       = {Sabrina Amrouche and
                  Laurent Basara and
                  Paolo Calafiura and
                  Dmitry Emeliyanov and
                  Victor Estrade and
                  Steven Farrell and
                  C{\'{e}}cile Germain and
                  Vladimir Vava Gligorov and
                  Tobias Golling and
                  Sergey Gorbunov and
                  Heather M. Gray and
                  Isabelle Guyon and
                  Mikhail Hushchyn and
                  Vincenzo Innocente and
                  Moritz Kiehn and
                  Marcel Kunze and
                  Edward Moyse and
                  David Rousseau and
                  Andreas Salzburger and
                  Andrey Ustyuzhanin and
                  Jean{-}Roch Vlimant},
  title        = {The Tracking Machine Learning challenge : Throughput phase},
  journal      = {CoRR},
  volume       = {abs/2105.01160},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.01160},
  eprinttype    = {arXiv},
  eprint       = {2105.01160},
  timestamp    = {Wed, 09 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-01160.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13071,
  author       = {Sergio Escalera and
                  Marti Soler and
                  St{\'{e}}phane Ayache and
                  Umut G{\"{u}}{\c{c}}l{\"{u}} and
                  Jun Wan and
                  Meysam Madadi and
                  Xavier Bar{\'{o}} and
                  Hugo Jair Escalante and
                  Isabelle Guyon},
  title        = {ChaLearn Looking at People: Inpainting and Denoising challenges},
  journal      = {CoRR},
  volume       = {abs/2106.13071},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.13071},
  eprinttype    = {arXiv},
  eprint       = {2106.13071},
  timestamp    = {Wed, 30 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-13071.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-13186,
  author       = {Zhen Xu and
                  Wei{-}Wei Tu and
                  Isabelle Guyon},
  title        = {AutoML Meets Time Series Regression Design and Analysis of the AutoSeries
                  Challenge},
  journal      = {CoRR},
  volume       = {abs/2107.13186},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.13186},
  eprinttype    = {arXiv},
  eprint       = {2107.13186},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-13186.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-05802,
  author       = {Zhen Xu and
                  Huan Zhao and
                  Wei{-}Wei Tu and
                  Magali Richard and
                  Sergio Escalera and
                  Isabelle Guyon},
  title        = {Codabench: Flexible, Easy-to-Use and Reproducible Benchmarking for
                  Everyone},
  journal      = {CoRR},
  volume       = {abs/2110.05802},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.05802},
  eprinttype    = {arXiv},
  eprint       = {2110.05802},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-05802.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YaleDDGPB20,
  author       = {Andrew Yale and
                  Saloni Dash and
                  Ritik Dutta and
                  Isabelle Guyon and
                  Adrien Pavao and
                  Kristin P. Bennett},
  title        = {Generation and evaluation of privacy preserving synthetic health data},
  journal      = {Neurocomputing},
  volume       = {416},
  pages        = {244--255},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.neucom.2019.12.136},
  doi          = {10.1016/J.NEUCOM.2019.12.136},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/YaleDDGPB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/DononDGLMPS20,
  author       = {Balthazar Donon and
                  Benjamin Donnot and
                  Isabelle Guyon and
                  Zhengying Liu and
                  Antoine Marot and
                  Patrick Panciatici and
                  Marc Schoenauer},
  title        = {{LEAP} nets for system identification and application to power systems},
  journal      = {Neurocomputing},
  volume       = {416},
  pages        = {316--327},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.neucom.2019.12.135},
  doi          = {10.1016/J.NEUCOM.2019.12.135},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/DononDGLMPS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/EscaleraEBGMWAG20,
  author       = {Sergio Escalera and
                  Hugo Jair Escalante and
                  Xavier Bar{\'{o}} and
                  Isabelle Guyon and
                  Meysam Madadi and
                  Jun Wan and
                  St{\'{e}}phane Ayache and
                  Yagmur G{\"{u}}{\c{c}}l{\"{u}}t{\"{u}}rk and
                  Umut G{\"{u}}{\c{c}}l{\"{u}}},
  title        = {Guest Editorial: Image and Video Inpainting and Denoising},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {42},
  number       = {5},
  pages        = {1021--1024},
  year         = {2020},
  url          = {https://doi.org/10.1109/TPAMI.2020.2971291},
  doi          = {10.1109/TPAMI.2020.2971291},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/EscaleraEBGMWAG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/LiuXEGJMPTT20,
  author       = {Zhengying Liu and
                  Zhen Xu and
                  Sergio Escalera and
                  Isabelle Guyon and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Meysam Madadi and
                  Adrien Pavao and
                  S{\'{e}}bastien Treguer and
                  Wei{-}Wei Tu},
  title        = {Towards automated computer vision: analysis of the AutoCV challenges
                  2019},
  journal      = {Pattern Recognit. Lett.},
  volume       = {135},
  pages        = {196--203},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.patrec.2020.04.030},
  doi          = {10.1016/J.PATREC.2020.04.030},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/prl/LiuXEGJMPTT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/DashYGB20,
  author       = {Saloni Dash and
                  Andrew Yale and
                  Isabelle Guyon and
                  Kristin P. Bennett},
  editor       = {Martin Michalowski and
                  Robert Moskovitch},
  title        = {Medical Time-Series Data Generation Using Generative Adversarial Networks},
  booktitle    = {Artificial Intelligence in Medicine - 18th International Conference
                  on Artificial Intelligence in Medicine, {AIME} 2020, Minneapolis,
                  MN, USA, August 25-28, 2020, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12299},
  pages        = {382--391},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-59137-3\_34},
  doi          = {10.1007/978-3-030-59137-3\_34},
  timestamp    = {Wed, 16 Mar 2022 23:56:04 +0100},
  biburl       = {https://dblp.org/rec/conf/aime/DashYGB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bis/YaleDBGEB20,
  author       = {Andrew Yale and
                  Saloni Dash and
                  Karan Bhanot and
                  Isabelle Guyon and
                  John S. Erickson and
                  Kristin P. Bennett},
  editor       = {Witold Abramowicz and
                  Gary Klein},
  title        = {Synthesizing Quality Open Data Assets from Private Health Research
                  Studies},
  booktitle    = {Business Information Systems Workshops - {BIS} 2020 International
                  Workshops, Colorado Springs, CO, USA, June 8-10, 2020, Revised Selected
                  Papers},
  series       = {Lecture Notes in Business Information Processing},
  volume       = {394},
  pages        = {324--335},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-61146-0\_26},
  doi          = {10.1007/978-3-030-61146-0\_26},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bis/YaleDBGEB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MehrotraCLYGKYG20,
  author       = {Rishabh Mehrotra and
                  Ben Carterette and
                  Yong Li and
                  Quanming Yao and
                  Chen Gao and
                  James T. Kwok and
                  Qiang Yang and
                  Isabelle Guyon},
  editor       = {Rajesh Gupta and
                  Yan Liu and
                  Jiliang Tang and
                  B. Aditya Prakash},
  title        = {Advances in Recommender Systems: From Multi-stakeholder Marketplaces
                  to Automated RecSys},
  booktitle    = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
  pages        = {3533--3534},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3394486.3406463},
  doi          = {10.1145/3394486.3406463},
  timestamp    = {Sun, 31 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/MehrotraCLYGKYG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DononLLGMS20,
  author       = {Balthazar Donon and
                  Zhengying Liu and
                  Wenzhuo Liu and
                  Isabelle Guyon and
                  Antoine Marot and
                  Marc Schoenauer},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Deep Statistical Solvers},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/5a16bce575f3ddce9c819de125ba0029-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/DononLLGMS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TurnerEMKLXG20,
  author       = {Ryan Turner and
                  David Eriksson and
                  Michael McCourt and
                  Juha Kiili and
                  Eero Laaksonen and
                  Zhen Xu and
                  Isabelle Guyon},
  editor       = {Hugo Jair Escalante and
                  Katja Hofmann},
  title        = {Bayesian Optimization is Superior to Random Search for Machine Learning
                  Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge
                  2020},
  booktitle    = {NeurIPS 2020 Competition and Demonstration Track, 6-12 December 2020,
                  Virtual Event / Vancouver, BC, Canada},
  series       = {Proceedings of Machine Learning Research},
  volume       = {133},
  pages        = {3--26},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v133/turner21a.html},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/TurnerEMKLXG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MadadiBBGE20,
  author       = {Meysam Madadi and
                  Hugo Bertiche and
                  Wafa Bouzouita and
                  Isabelle Guyon and
                  Sergio Escalera},
  editor       = {Hugo Jair Escalante and
                  Katja Hofmann},
  title        = {Learning Cloth Dynamics: 3D+Texture Garment Reconstruction Benchmark},
  booktitle    = {NeurIPS 2020 Competition and Demonstration Track, 6-12 December 2020,
                  Virtual Event / Vancouver, BC, Canada},
  series       = {Proceedings of Machine Learning Research},
  volume       = {133},
  pages        = {57--76},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v133/madadi21a.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/MadadiBBGE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MarotDDKOVAGPR20,
  author       = {Antoine Marot and
                  Benjamin Donnot and
                  Gabriel Dulac{-}Arnold and
                  Adrian Kelly and
                  Aidan O'Sullivan and
                  Jan Viebahn and
                  Mariette Awad and
                  Isabelle Guyon and
                  Patrick Panciatici and
                  Camilo Romero},
  editor       = {Hugo Jair Escalante and
                  Katja Hofmann},
  title        = {Learning to run a Power Network Challenge: a Retrospective Analysis},
  booktitle    = {NeurIPS 2020 Competition and Demonstration Track, 6-12 December 2020,
                  Virtual Event / Vancouver, BC, Canada},
  series       = {Proceedings of Machine Learning Research},
  volume       = {133},
  pages        = {112--132},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v133/marot21a.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/MarotDDKOVAGPR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JiangNSAKSL0DGG20,
  author       = {Yiding Jiang and
                  Parth Natekar and
                  Manik Sharma and
                  Sumukh K. Aithal and
                  Dhruva Kashyap and
                  Natarajan Subramanyam and
                  Carlos Lassance and
                  Daniel M. Roy and
                  Gintare Karolina Dziugaite and
                  Suriya Gunasekar and
                  Isabelle Guyon and
                  Pierre Foret and
                  Scott Yak and
                  Hossein Mobahi and
                  Behnam Neyshabur and
                  Samy Bengio},
  editor       = {Hugo Jair Escalante and
                  Katja Hofmann},
  title        = {Methods and Analysis of The First Competition in Predicting Generalization
                  of Deep Learning},
  booktitle    = {NeurIPS 2020 Competition and Demonstration Track, 6-12 December 2020,
                  Virtual Event / Vancouver, BC, Canada},
  series       = {Proceedings of Machine Learning Research},
  volume       = {133},
  pages        = {170--190},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v133/jiang21a.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/JiangNSAKSL0DGG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-16358,
  author       = {Romain Egele and
                  Prasanna Balaprakash and
                  Venkatram Vishwanath and
                  Isabelle Guyon and
                  Zhengying Liu},
  title        = {AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search
                  with Autotuned Data-Parallel Training for Tabular Data},
  journal      = {CoRR},
  volume       = {abs/2010.16358},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.16358},
  eprinttype    = {arXiv},
  eprint       = {2010.16358},
  timestamp    = {Tue, 03 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-16358.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07976,
  author       = {Yiding Jiang and
                  Pierre Foret and
                  Scott Yak and
                  Daniel M. Roy and
                  Hossein Mobahi and
                  Gintare Karolina Dziugaite and
                  Samy Bengio and
                  Suriya Gunasekar and
                  Isabelle Guyon and
                  Behnam Neyshabur},
  title        = {NeurIPS 2020 Competition: Predicting Generalization in Deep Learning},
  journal      = {CoRR},
  volume       = {abs/2012.07976},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.07976},
  eprinttype    = {arXiv},
  eprint       = {2012.07976},
  timestamp    = {Sat, 02 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-07976.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Seijo-PardoABBJ19,
  author       = {Borja Seijo{-}Pardo and
                  Amparo Alonso{-}Betanzos and
                  Kristin P. Bennett and
                  Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
                  Julie Josse and
                  Mehreen Saeed and
                  Isabelle Guyon},
  title        = {Biases in feature selection with missing data},
  journal      = {Neurocomputing},
  volume       = {342},
  pages        = {97--112},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.neucom.2018.10.085},
  doi          = {10.1016/J.NEUCOM.2018.10.085},
  timestamp    = {Thu, 19 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/Seijo-PardoABBJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aidr/YaleDDGPB19,
  author       = {Andrew Yale and
                  Saloni Dash and
                  Ritik Dutta and
                  Isabelle Guyon and
                  Adrien Pavao and
                  Kristin P. Bennett},
  editor       = {Huajin Wang and
                  Keith Webster},
  title        = {Assessing privacy and quality of synthetic health data},
  booktitle    = {Proceedings of the Conference on Artificial Intelligence for Data
                  Discovery and Reuse, {AIDR} 2019, Pittsburgh, PA, USA, May 13-15,
                  2019},
  pages        = {8:1--8:4},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3359115.3359124},
  doi          = {10.1145/3359115.3359124},
  timestamp    = {Tue, 08 Oct 2019 13:02:16 +0200},
  biburl       = {https://dblp.org/rec/conf/aidr/YaleDDGPB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Liu0EETYWLGGL19,
  author       = {Ajian Liu and
                  Jun Wan and
                  Sergio Escalera and
                  Hugo Jair Escalante and
                  Zichang Tan and
                  Qi Yuan and
                  Kai Wang and
                  Chi Lin and
                  Guodong Guo and
                  Isabelle Guyon and
                  Stan Z. Li},
  title        = {Multi-Modal Face Anti-Spoofing Attack Detection Challenge at {CVPR2019}},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
                  {CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
  pages        = {1601--1610},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019},
  url          = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/CFS/Liu\_Multi-Modal\_Face\_Anti-Spoofing\_Attack\_Detection\_Challenge\_at\_CVPR2019\_CVPRW\_2019\_paper.html},
  doi          = {10.1109/CVPRW.2019.00202},
  timestamp    = {Tue, 12 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/Liu0EETYWLGGL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DonnotDGLMPS19,
  author       = {Benjamin Donnot and
                  Balthazar Donon and
                  Isabelle Guyon and
                  Zhengying Liu and
                  Antoine Marot and
                  Patrick Panciatici and
                  Marc Schoenauer},
  title        = {{LEAP} nets for power grid perturbations},
  booktitle    = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
                  Bruges, Belgium, April 24-26, 2019},
  year         = {2019},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-46.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/DonnotDGLMPS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YaleDDGPB19,
  author       = {Andrew Yale and
                  Saloni Dash and
                  Ritik Dutta and
                  Isabelle Guyon and
                  Adrien Pavao and
                  Kristin P. Bennett},
  title        = {Privacy Preserving Synthetic Health Data},
  booktitle    = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
                  Bruges, Belgium, April 24-26, 2019},
  year         = {2019},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-29.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/YaleDDGPB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/DononDGM19,
  author       = {Balthazar Donon and
                  Benjamin Donnot and
                  Isabelle Guyon and
                  Antoine Marot},
  title        = {Graph Neural Solver for Power Systems},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
                  Hungary, July 14-19, 2019},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/IJCNN.2019.8851855},
  doi          = {10.1109/IJCNN.2019.8851855},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/DononDGM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuXRMJEPTTG19,
  author       = {Zhengying Liu and
                  Zhen Xu and
                  Shangeth Rajaa and
                  Meysam Madadi and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Sergio Escalera and
                  Adrien Pavao and
                  S{\'{e}}bastien Treguer and
                  Wei{-}Wei Tu and
                  Isabelle Guyon},
  editor       = {Hugo Jair Escalante and
                  Raia Hadsell},
  title        = {Towards Automated Deep Learning: Analysis of the AutoDL challenge
                  series 2019},
  booktitle    = {NeurIPS 2019 Competition and Demonstration Track, 8-14 December 2019,
                  Vancouver, Canada. Revised selected papers},
  series       = {Proceedings of Machine Learning Research},
  volume       = {123},
  pages        = {242--252},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v123/liu20a.html},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LiuXRMJEPTTG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/GuyonGK19,
  author       = {Isabelle Guyon and
                  Olivier Goudet and
                  Diviyan Kalainathan},
  editor       = {Isabelle Guyon and
                  Alexander R. Statnikov and
                  Berna Bakir Batu},
  title        = {Evaluation Methods of Cause-Effect Pairs},
  booktitle    = {Cause Effect Pairs in Machine Learning},
  pages        = {27--99},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-21810-2\_2},
  doi          = {10.1007/978-3-030-21810-2\_2},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/19/GuyonGK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/GoudetKSG19,
  author       = {Olivier Goudet and
                  Diviyan Kalainathan and
                  Mich{\`{e}}le Sebag and
                  Isabelle Guyon},
  editor       = {Isabelle Guyon and
                  Alexander R. Statnikov and
                  Berna Bakir Batu},
  title        = {Learning Bivariate Functional Causal Models},
  booktitle    = {Cause Effect Pairs in Machine Learning},
  pages        = {101--153},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-21810-2\_3},
  doi          = {10.1007/978-3-030-21810-2\_3},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/19/GoudetKSG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/KalainathanGSG19,
  author       = {Diviyan Kalainathan and
                  Olivier Goudet and
                  Mich{\`{e}}le Sebag and
                  Isabelle Guyon},
  editor       = {Isabelle Guyon and
                  Alexander R. Statnikov and
                  Berna Bakir Batu},
  title        = {Discriminant Learning Machines},
  booktitle    = {Cause Effect Pairs in Machine Learning},
  pages        = {155--189},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-21810-2\_4},
  doi          = {10.1007/978-3-030-21810-2\_4},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/19/KalainathanGSG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/GuyonSBEELJRSSSTV19,
  author       = {Isabelle Guyon and
                  Lisheng Sun{-}Hosoya and
                  Marc Boull{\'{e}} and
                  Hugo Jair Escalante and
                  Sergio Escalera and
                  Zhengying Liu and
                  Damir Jajetic and
                  Bisakha Ray and
                  Mehreen Saeed and
                  Mich{\`{e}}le Sebag and
                  Alexander R. Statnikov and
                  Wei{-}Wei Tu and
                  Evelyne Viegas},
  editor       = {Frank Hutter and
                  Lars Kotthoff and
                  Joaquin Vanschoren},
  title        = {Analysis of the AutoML Challenge Series 2015-2018},
  booktitle    = {Automated Machine Learning - Methods, Systems, Challenges},
  series       = {The Springer Series on Challenges in Machine Learning},
  pages        = {177--219},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-05318-5\_10},
  doi          = {10.1007/978-3-030-05318-5\_10},
  timestamp    = {Mon, 28 Aug 2023 21:17:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/19/GuyonSBEELJRSSSTV19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/GuyonS19,
  author       = {Isabelle Guyon and
                  Alexander R. Statnikov},
  editor       = {Isabelle Guyon and
                  Alexander R. Statnikov and
                  Berna Bakir Batu},
  title        = {Results of the Cause-Effect Pair Challenge},
  booktitle    = {Cause Effect Pairs in Machine Learning},
  pages        = {237--256},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-21810-2\_7},
  doi          = {10.1007/978-3-030-21810-2\_7},
  timestamp    = {Thu, 09 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/19/GuyonS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/19/GSB2019,
  editor       = {Isabelle Guyon and
                  Alexander R. Statnikov and
                  Berna Bakir Batu},
  title        = {Cause Effect Pairs in Machine Learning},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-21810-2},
  doi          = {10.1007/978-3-030-21810-2},
  isbn         = {978-3-030-21809-6},
  timestamp    = {Thu, 09 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/19/GSB2019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-05263,
  author       = {Hugo Jair Escalante and
                  Wei{-}Wei Tu and
                  Isabelle Guyon and
                  Daniel L. Silver and
                  Evelyne Viegas and
                  Yuqiang Chen and
                  Wenyuan Dai and
                  Qiang Yang},
  title        = {AutoML @ NeurIPS 2018 challenge: Design and Results},
  journal      = {CoRR},
  volume       = {abs/1903.05263},
  year         = {2019},
  url          = {http://arxiv.org/abs/1903.05263},
  eprinttype    = {arXiv},
  eprint       = {1903.05263},
  timestamp    = {Fri, 03 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1903-05263.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10772,
  author       = {Jorge G. Madrid and
                  Hugo Jair Escalante and
                  Eduardo F. Morales and
                  Wei{-}Wei Tu and
                  Yang Yu and
                  Lisheng Sun{-}Hosoya and
                  Isabelle Guyon and
                  Mich{\`{e}}le Sebag},
  title        = {Towards AutoML in the presence of Drift: first results},
  journal      = {CoRR},
  volume       = {abs/1907.10772},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.10772},
  eprinttype    = {arXiv},
  eprint       = {1907.10772},
  timestamp    = {Mon, 19 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-10772.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-12193,
  author       = {Jun Wan and
                  Chi Lin and
                  Longyin Wen and
                  Yunan Li and
                  Qiguang Miao and
                  Sergio Escalera and
                  Gholamreza Anbarjafari and
                  Isabelle Guyon and
                  Guodong Guo and
                  Stan Z. Li},
  title        = {ChaLearn Looking at People: IsoGD and ConGD Large-scale {RGB-D} Gesture
                  Recognition},
  journal      = {CoRR},
  volume       = {abs/1907.12193},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.12193},
  eprinttype    = {arXiv},
  eprint       = {1907.12193},
  timestamp    = {Fri, 24 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-12193.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-08314,
  author       = {Benjamin Donnot and
                  Balthazar Donon and
                  Isabelle Guyon and
                  Zhengying Liu and
                  Antoine Marot and
                  Patrick Panciatici and
                  Marc Schoenauer},
  title        = {{LEAP} nets for power grid perturbations},
  journal      = {CoRR},
  volume       = {abs/1908.08314},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.08314},
  eprinttype    = {arXiv},
  eprint       = {1908.08314},
  timestamp    = {Mon, 26 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-08314.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06411,
  author       = {Saloni Dash and
                  Ritik Dutta and
                  Isabelle Guyon and
                  Adrien Pavao and
                  Andrew Yale and
                  Kristin P. Bennett},
  title        = {Synthetic Event Time Series Health Data Generation},
  journal      = {CoRR},
  volume       = {abs/1911.06411},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.06411},
  eprinttype    = {arXiv},
  eprint       = {1911.06411},
  timestamp    = {Mon, 02 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-06411.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04211,
  author       = {Antoine Marot and
                  Benjamin Donnot and
                  Camilo Romero and
                  Luca Veyrin{-}Forrer and
                  Marvin Lerousseau and
                  Balthazar Donon and
                  Isabelle Guyon},
  title        = {Learning to run a power network challenge for training topology controllers},
  journal      = {CoRR},
  volume       = {abs/1912.04211},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.04211},
  eprinttype    = {arXiv},
  eprint       = {1912.04211},
  timestamp    = {Tue, 07 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-04211.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/RodriguezEPGLL18,
  author       = {Jos{\'{e}} Garc{\'{\i}}a Rodr{\'{\i}}guez and
                  Sergio Escalera and
                  Alexandra Psarrou and
                  Isabelle Guyon and
                  Andrew Lewis and
                  Juxi Leitner},
  title        = {Expert systems: Special issue on "Machine Learning Methods Neural
                  Networks applied to Vision and Robotics (MLMVR)"},
  journal      = {Expert Syst. J. Knowl. Eng.},
  volume       = {35},
  number       = {2},
  year         = {2018},
  url          = {https://doi.org/10.1111/exsy.12258},
  doi          = {10.1111/EXSY.12258},
  timestamp    = {Mon, 03 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/es/RodriguezEPGLL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/EscaleraGEBG18,
  author       = {Sergio Escalera and
                  Jordi Gonz{\`{a}}lez and
                  Hugo Jair Escalante and
                  Xavier Bar{\'{o}} and
                  Isabelle Guyon},
  title        = {Looking at People Special Issue},
  journal      = {Int. J. Comput. Vis.},
  volume       = {126},
  number       = {2-4},
  pages        = {141--143},
  year         = {2018},
  url          = {https://doi.org/10.1007/s11263-017-1058-y},
  doi          = {10.1007/S11263-017-1058-Y},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcv/EscaleraGEBG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShahTMGL18,
  author       = {Nihar B. Shah and
                  Behzad Tabibian and
                  Krikamol Muandet and
                  Isabelle Guyon and
                  Ulrike von Luxburg},
  title        = {Design and Analysis of the {NIPS} 2016 Review Process},
  journal      = {J. Mach. Learn. Res.},
  volume       = {19},
  pages        = {49:1--49:34},
  year         = {2018},
  url          = {http://jmlr.org/papers/v19/17-511.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ShahTMGL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/EscaleraBGETVPC18,
  author       = {Sergio Escalera and
                  Xavier Bar{\'{o}} and
                  Isabelle Guyon and
                  Hugo Jair Escalante and
                  Georgios Tzimiropoulos and
                  Michel F. Valstar and
                  Maja Pantic and
                  Jeffrey F. Cohn and
                  Takeo Kanade},
  title        = {Guest Editorial: The Computational Face},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {40},
  number       = {11},
  pages        = {2541--2545},
  year         = {2018},
  url          = {https://doi.org/10.1109/TPAMI.2018.2869610},
  doi          = {10.1109/TPAMI.2018.2869610},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/EscaleraBGETVPC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taffco/EscaleraBGE18,
  author       = {Sergio Escalera and
                  Xavier Bar{\'{o}} and
                  Isabelle Guyon and
                  Hugo Jair Escalante},
  title        = {Guest Editorial: Apparent Personality Analysis},
  journal      = {{IEEE} Trans. Affect. Comput.},
  volume       = {9},
  number       = {3},
  pages        = {299--302},
  year         = {2018},
  url          = {https://doi.org/10.1109/TAFFC.2018.2864230},
  doi          = {10.1109/TAFFC.2018.2864230},
  timestamp    = {Fri, 24 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taffco/EscaleraBGE18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taffco/GucluturkGBEGEG18,
  author       = {Yagmur G{\"{u}}{\c{c}}l{\"{u}}t{\"{u}}rk and
                  Umut G{\"{u}}{\c{c}}l{\"{u}} and
                  Xavier Bar{\'{o}} and
                  Hugo Jair Escalante and
                  Isabelle Guyon and
                  Sergio Escalera and
                  Marcel A. J. van Gerven and
                  Rob van Lier},
  title        = {Multimodal First Impression Analysis with Deep Residual Networks},
  journal      = {{IEEE} Trans. Affect. Comput.},
  volume       = {9},
  number       = {3},
  pages        = {316--329},
  year         = {2018},
  url          = {https://doi.org/10.1109/TAFFC.2017.2751469},
  doi          = {10.1109/TAFFC.2017.2751469},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taffco/GucluturkGBEGEG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eScience/CalafiuraFGVISA18,
  author       = {Paolo Calafiura and
                  Steven Farrell and
                  Heather M. Gray and
                  Jean{-}Roch Vlimant and
                  Vincenzo Innocente and
                  Andreas Salzburger and
                  Sabrina Amrouche and
                  Tobias Golling and
                  Moritz Kiehn and
                  Victor Estrade and
                  C{\'{e}}cile Germain and
                  Isabelle Guyon and
                  Ed Moyse and
                  David Rousseau and
                  Yetkin Yilmaz and
                  Vladimir Vava Gligorov and
                  Mikhail Hushchyn and
                  Andrey Ustyuzhanin},
  title        = {TrackML: {A} High Energy Physics Particle Tracking Challenge},
  booktitle    = {14th {IEEE} International Conference on e-Science, e-Science 2018,
                  Amsterdam, The Netherlands, October 29 - November 1, 2018},
  pages        = {344},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/eScience.2018.00088},
  doi          = {10.1109/ESCIENCE.2018.00088},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eScience/CalafiuraFGVISA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DonnotGMSP18,
  author       = {Benjamin Donnot and
                  Isabelle Guyon and
                  Antoine Marot and
                  Marc Schoenauer and
                  Patrick Panciatici},
  title        = {Fast Power system security analysis with Guided Dropout},
  booktitle    = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
                  Bruges, Belgium, April 25-27, 2018},
  year         = {2018},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-94.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/DonnotGMSP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EstradeGGR18,
  author       = {Victor Estrade and
                  C{\'{e}}cile Germain and
                  Isabelle Guyon and
                  David Rousseau},
  title        = {Systematics aware learning : a case study in high energy physics},
  booktitle    = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
                  Bruges, Belgium, April 25-27, 2018},
  year         = {2018},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-99.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/EstradeGGR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Seijo-PardoABBG18,
  author       = {Borja Seijo{-}Pardo and
                  Amparo Alonso{-}Betanzos and
                  Kristin P. Bennett and
                  Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
                  Isabelle Guyon and
                  Julie Josse and
                  Mehreen Saeed},
  title        = {Analysis of imputation bias for feature selection with missing data},
  booktitle    = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
                  Bruges, Belgium, April 25-27, 2018},
  year         = {2018},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-58.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/Seijo-PardoABBG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/Ramirez-de-la-Rosa18,
  author       = {Gabriela Ram{\'{\i}}rez{-}de{-}la{-}Rosa and
                  Esa{\'{u}} Villatoro and
                  Bogdan Ionescu and
                  Hugo Jair Escalante and
                  Sergio Escalera and
                  Martha A. Larson and
                  Henning M{\"{u}}ller and
                  Isabelle Guyon},
  editor       = {Zhaoxiang Zhang and
                  David Suter and
                  Yingli Tian and
                  Alexandra Branzan Albu and
                  Nicolas Sid{\`{e}}re and
                  Hugo Jair Escalante},
  title        = {Overview of the Multimedia Information Processing for Personality
                  {\&} Social Networks Analysis Contest},
  booktitle    = {Pattern Recognition and Information Forensics - {ICPR} 2018 International
                  Workshops, CVAUI, IWCF, and MIPPSNA, Beijing, China, August 20-24,
                  2018, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11188},
  pages        = {127--139},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-05792-3\_12},
  doi          = {10.1007/978-3-030-05792-3\_12},
  timestamp    = {Tue, 26 Mar 2024 13:26:52 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/Ramirez-de-la-Rosa18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/DonnotGSMP18,
  author       = {Benjamin Donnot and
                  Isabelle Guyon and
                  Marc Schoenauer and
                  Antoine Marot and
                  Patrick Panciatici},
  title        = {Anticipating contingengies in power grids using fast neural net screening},
  booktitle    = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
                  Rio de Janeiro, Brazil, July 8-13, 2018},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/IJCNN.2018.8489626},
  doi          = {10.1109/IJCNN.2018.8489626},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/DonnotGSMP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgteurope/DonnotGMSP18,
  author       = {Benjamin Donnot and
                  Isabelle Guyon and
                  Antoine Marot and
                  Marc Schoenauer and
                  Patrick Panciatici},
  title        = {Optimization of computational budget for power system risk assessment},
  booktitle    = {2018 {IEEE} {PES} Innovative Smart Grid Technologies Conference Europe,
                  ISGT-Europe 2018, Sarajevo, Bosnia and Herzegovina, October 21-25,
                  2018},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ISGTEurope.2018.8571758},
  doi          = {10.1109/ISGTEUROPE.2018.8571758},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isgteurope/DonnotGMSP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Sun-HosoyaGS18,
  author       = {Lisheng Sun{-}Hosoya and
                  Isabelle Guyon and
                  Mich{\`{e}}le Sebag},
  editor       = {Georg Krempl and
                  Vincent Lemaire and
                  Daniel Kottke and
                  Adrian Calma and
                  Andreas Holzinger and
                  Robi Polikar and
                  Bernhard Sick},
  title        = {ActivMetal: Algorithm Recommendation with Active Meta Learning},
  booktitle    = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
                  with European Conference on Machine Learning {(ECML} 2018) and Principles
                  and Practice of Knowledge Discovery in Databases {(PKDD} 2018), Dublin,
                  Ireland, September 10th, 2018},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2192},
  pages        = {48--59},
  publisher    = {CEUR-WS.org},
  year         = {2018},
  url          = {https://ceur-ws.org/Vol-2192/ialatecml\_paper3.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:13 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/Sun-HosoyaGS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-09870,
  author       = {Benjamin Donnot and
                  Isabelle Guyon and
                  Marc Schoenauer and
                  Antoine Marot and
                  Patrick Panciatici},
  title        = {Fast Power system security analysis with Guided Dropout},
  journal      = {CoRR},
  volume       = {abs/1801.09870},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.09870},
  eprinttype    = {arXiv},
  eprint       = {1801.09870},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-09870.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-00745,
  author       = {Hugo Jair Escalante and
                  Heysem Kaya and
                  Albert Ali Salah and
                  Sergio Escalera and
                  Yagmur G{\"{u}}{\c{c}}l{\"{u}}t{\"{u}}rk and
                  Umut G{\"{u}}{\c{c}}l{\"{u}} and
                  Xavier Bar{\'{o}} and
                  Isabelle Guyon and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Meysam Madadi and
                  St{\'{e}}phane Ayache and
                  Evelyne Viegas and
                  Furkan G{\"{u}}rpinar and
                  Achmadnoer Sukma Wicaksana and
                  Cynthia C. S. Liem and
                  Marcel A. J. van Gerven and
                  Rob van Lier},
  title        = {Explaining First Impressions: Modeling, Recognizing, and Explaining
                  Apparent Personality from Videos},
  journal      = {CoRR},
  volume       = {abs/1802.00745},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.00745},
  eprinttype    = {arXiv},
  eprint       = {1802.00745},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-00745.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-08046,
  author       = {J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Yagmur G{\"{u}}{\c{c}}l{\"{u}}t{\"{u}}rk and
                  Marc P{\'{e}}rez and
                  Umut G{\"{u}}{\c{c}}l{\"{u}} and
                  Carlos And{\'{u}}jar and
                  Xavier Bar{\'{o}} and
                  Hugo Jair Escalante and
                  Isabelle Guyon and
                  Marcel A. J. van Gerven and
                  Rob van Lier and
                  Sergio Escalera},
  title        = {First Impressions: {A} Survey on Computer Vision-Based Apparent Personality
                  Trait Analysis},
  journal      = {CoRR},
  volume       = {abs/1804.08046},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.08046},
  eprinttype    = {arXiv},
  eprint       = {1804.08046},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-08046.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01174,
  author       = {Benjamin Donnot and
                  Isabelle Guyon and
                  Antoine Marot and
                  Marc Schoenauer and
                  Patrick Panciatici},
  title        = {Optimization of computational budget for power system risk assessment},
  journal      = {CoRR},
  volume       = {abs/1805.01174},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.01174},
  eprinttype    = {arXiv},
  eprint       = {1805.01174},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-01174.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-13306,
  author       = {Quanming Yao and
                  Mengshuo Wang and
                  Hugo Jair Escalante and
                  Isabelle Guyon and
                  Yi{-}Qi Hu and
                  Yu{-}Feng Li and
                  Wei{-}Wei Tu and
                  Qiang Yang and
                  Yang Yu},
  title        = {Taking Human out of Learning Applications: {A} Survey on Automated
                  Machine Learning},
  journal      = {CoRR},
  volume       = {abs/1810.13306},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.13306},
  eprinttype    = {arXiv},
  eprint       = {1810.13306},
  timestamp    = {Thu, 08 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-13306.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/RodriguezGEPLC17,
  author       = {Jos{\'{e}} Garc{\'{\i}}a Rodr{\'{\i}}guez and
                  Isabelle Guyon and
                  Sergio Escalera and
                  Alexandra Psarrou and
                  Andrew Lewis and
                  Miguel Cazorla},
  title        = {Editorial: special issue on computational intelligence for vision
                  and robotics},
  journal      = {Neural Comput. Appl.},
  volume       = {28},
  number       = {5},
  pages        = {853--854},
  year         = {2017},
  url          = {https://doi.org/10.1007/s00521-016-2330-8},
  doi          = {10.1007/S00521-016-2330-8},
  timestamp    = {Mon, 03 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nca/RodriguezGEPLC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/EscalanteGAJW17,
  author       = {Hugo Jair Escalante and
                  Isabelle Guyon and
                  Vassilis Athitsos and
                  Pat Jangyodsuk and
                  Jun Wan},
  title        = {Principal motion components for one-shot gesture recognition},
  journal      = {Pattern Anal. Appl.},
  volume       = {20},
  number       = {1},
  pages        = {167--182},
  year         = {2017},
  url          = {https://doi.org/10.1007/s10044-015-0481-3},
  doi          = {10.1007/S10044-015-0481-3},
  timestamp    = {Mon, 03 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/paa/EscalanteGAJW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/AgustssonTEBGR17,
  author       = {Eirikur Agustsson and
                  Radu Timofte and
                  Sergio Escalera and
                  Xavier Bar{\'{o}} and
                  Isabelle Guyon and
                  Rasmus Rothe},
  title        = {Apparent and Real Age Estimation in Still Images with Deep Residual
                  Regressors on Appa-Real Database},
  booktitle    = {12th {IEEE} International Conference on Automatic Face {\&} Gesture
                  Recognition, {FG} 2017, Washington, DC, USA, May 30 - June 3, 2017},
  pages        = {87--94},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/FG.2017.20},
  doi          = {10.1109/FG.2017.20},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/fgr/AgustssonTEBGR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/Asadi-Aghbolaghi17,
  author       = {Maryam Asadi{-}Aghbolaghi and
                  Albert Clap{\'{e}}s and
                  Marco Bellantonio and
                  Hugo Jair Escalante and
                  V{\'{\i}}ctor Ponce{-}L{\'{o}}pez and
                  Xavier Bar{\'{o}} and
                  Isabelle Guyon and
                  Shohreh Kasaei and
                  Sergio Escalera},
  title        = {A Survey on Deep Learning Based Approaches for Action and Gesture
                  Recognition in Image Sequences},
  booktitle    = {12th {IEEE} International Conference on Automatic Face {\&} Gesture
                  Recognition, {FG} 2017, Washington, DC, USA, May 30 - June 3, 2017},
  pages        = {476--483},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/FG.2017.150},
  doi          = {10.1109/FG.2017.150},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/fgr/Asadi-Aghbolaghi17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/GucluturkGPEBAG17,
  author       = {Yagmur G{\"{u}}{\c{c}}l{\"{u}}t{\"{u}}rk and
                  Umut G{\"{u}}{\c{c}}l{\"{u}} and
                  Marc P{\'{e}}rez and
                  Hugo Jair Escalante and
                  Xavier Bar{\'{o}} and
                  Carlos And{\'{u}}jar and
                  Isabelle Guyon and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Meysam Madadi and
                  Sergio Escalera and
                  Marcel A. J. van Gerven and
                  Rob van Lier},
  title        = {Visualizing Apparent Personality Analysis with Deep Residual Networks},
  booktitle    = {2017 {IEEE} International Conference on Computer Vision Workshops,
                  {ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017},
  pages        = {3101--3109},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICCVW.2017.367},
  doi          = {10.1109/ICCVW.2017.367},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccvw/GucluturkGPEBAG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/WanEAEBGMAGLX17,
  author       = {Jun Wan and
                  Sergio Escalera and
                  Gholamreza Anbarjafari and
                  Hugo Jair Escalante and
                  Xavier Bar{\'{o}} and
                  Isabelle Guyon and
                  Meysam Madadi and
                  Juri Allik and
                  Jelena Gorbova and
                  Chi Lin and
                  Yiliang Xie},
  title        = {Results and Analysis of ChaLearn {LAP} Multi-modal Isolated and Continuous
                  Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges},
  booktitle    = {2017 {IEEE} International Conference on Computer Vision Workshops,
                  {ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017},
  pages        = {3189--3197},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICCVW.2017.377},
  doi          = {10.1109/ICCVW.2017.377},
  timestamp    = {Fri, 24 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccvw/WanEAEBGMAGLX17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/EscaleraBEG17,
  author       = {Sergio Escalera and
                  Xavier Bar{\'{o}} and
                  Hugo Jair Escalante and
                  Isabelle Guyon},
  title        = {ChaLearn looking at people: {A} review of events and resources},
  booktitle    = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
                  Anchorage, AK, USA, May 14-19, 2017},
  pages        = {1594--1601},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/IJCNN.2017.7966041},
  doi          = {10.1109/IJCNN.2017.7966041},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/EscaleraBEG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/EscalanteGEJMBA17,
  author       = {Hugo Jair Escalante and
                  Isabelle Guyon and
                  Sergio Escalera and
                  J{\'{u}}lio C. S. Jacques J{\'{u}}nior and
                  Meysam Madadi and
                  Xavier Bar{\'{o}} and
                  St{\'{e}}phane Ayache and
                  Evelyne Viegas and
                  Yagmur G{\"{u}}{\c{c}}l{\"{u}}t{\"{u}}rk and
                  Umut G{\"{u}}{\c{c}}l{\"{u}} and
                  Marcel A. J. van Gerven and
                  Rob van Lier},
  title        = {Design of an explainable machine learning challenge for video interviews},
  booktitle    = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
                  Anchorage, AK, USA, May 14-19, 2017},
  pages        = {3688--3695},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/IJCNN.2017.7966320},
  doi          = {10.1109/IJCNN.2017.7966320},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcnn/EscalanteGEJMBA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/17/EscaleraAG17,
  author       = {Sergio Escalera and
                  Vassilis Athitsos and
                  Isabelle Guyon},
  editor       = {Sergio Escalera and
                  Isabelle Guyon and
                  Vassilis Athitsos},
  title        = {Challenges in Multi-modal Gesture Recognition},
  booktitle    = {Gesture Recognition},
  pages        = {1--60},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-57021-1\_1},
  doi          = {10.1007/978-3-319-57021-1\_1},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/17/EscaleraAG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/17/Asadi-AghbolaghiCBEPBGKE17,
  author       = {Maryam Asadi{-}Aghbolaghi and
                  Albert Clap{\'{e}}s and
                  Marco Bellantonio and
                  Hugo Jair Escalante and
                  V{\'{\i}}ctor Ponce{-}L{\'{o}}pez and
                  Xavier Bar{\'{o}} and
                  Isabelle Guyon and
                  Shohreh Kasaei and
                  Sergio Escalera},
  editor       = {Sergio Escalera and
                  Isabelle Guyon and
                  Vassilis Athitsos},
  title        = {Deep Learning for Action and Gesture Recognition in Image Sequences:
                  {A} Survey},
  booktitle    = {Gesture Recognition},
  pages        = {539--578},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-57021-1\_19},
  doi          = {10.1007/978-3-319-57021-1\_19},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/17/Asadi-AghbolaghiCBEPBGKE17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/EGA2017,
  editor       = {Sergio Escalera and
                  Isabelle Guyon and
                  Vassilis Athitsos},
  title        = {Gesture Recognition},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-57021-1},
  doi          = {10.1007/978-3-319-57021-1},
  isbn         = {978-3-319-57020-4},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/sp/EGA2017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2017,
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/2017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/EscaleraBEG17,
  author       = {Sergio Escalera and
                  Xavier Bar{\'{o}} and
                  Hugo Jair Escalante and
                  Isabelle Guyon},
  title        = {ChaLearn Looking at People: Events and Resources},
  journal      = {CoRR},
  volume       = {abs/1701.02664},
  year         = {2017},
  url          = {http://arxiv.org/abs/1701.02664},
  eprinttype    = {arXiv},
  eprint       = {1701.02664},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/EscaleraBEG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-09794,
  author       = {Nihar B. Shah and
                  Behzad Tabibian and
                  Krikamol Muandet and
                  Isabelle Guyon and
                  Ulrike von Luxburg},
  title        = {Design and Analysis of the {NIPS} 2016 Review Process},
  journal      = {CoRR},
  volume       = {abs/1708.09794},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.09794},
  eprinttype    = {arXiv},
  eprint       = {1708.09794},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-09794.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-09527,
  author       = {Benjamin Donnot and
                  Isabelle Guyon and
                  Marc Schoenauer and
                  Patrick Panciatici and
                  Antoine Marot},
  title        = {Introducing machine learning for power system operation support},
  journal      = {CoRR},
  volume       = {abs/1709.09527},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.09527},
  eprinttype    = {arXiv},
  eprint       = {1709.09527},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-09527.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/EscaleraAG16,
  author       = {Sergio Escalera and
                  Vassilis Athitsos and
                  Isabelle Guyon},
  title        = {Challenges in multimodal gesture recognition},
  journal      = {J. Mach. Learn. Res.},
  volume       = {17},
  pages        = {72:1--72:54},
  year         = {2016},
  url          = {http://jmlr.org/papers/v17/14-468.html},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/EscaleraAG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/EscaleraTMBEGTC16,
  author       = {Sergio Escalera and
                  Mercedes Torres and
                  Brais Mart{\'{\i}}nez and
                  Xavier Bar{\'{o}} and
                  Hugo Jair Escalante and
                  Isabelle Guyon and
                  Georgios Tzimiropoulos and
                  Ciprian A. Corneanu and
                  Marc Oliu and
                  Mohammad Ali Bagheri and
                  Michel F. Valstar},
  title        = {ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop
                  and Challenge 2016},
  booktitle    = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition
                  Workshops, {CVPR} Workshops 2016, Las Vegas, NV, USA, June 26 - July
                  1, 2016},
  pages        = {706--713},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/CVPRW.2016.93},
  doi          = {10.1109/CVPRW.2016.93},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/EscaleraTMBEGTC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WanLZZGE16,
  author       = {Jun Wan and
                  Stan Z. Li and
                  Yibing Zhao and
                  Shuai Zhou and
                  Isabelle Guyon and
                  Sergio Escalera},
  title        = {ChaLearn Looking at People {RGB-D} Isolated and Continuous Datasets
                  for Gesture Recognition},
  booktitle    = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition
                  Workshops, {CVPR} Workshops 2016, Las Vegas, NV, USA, June 26 - July
                  1, 2016},
  pages        = {761--769},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/CVPRW.2016.100},
  doi          = {10.1109/CVPRW.2016.100},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/WanLZZGE16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/Ponce-LopezCOCC16,
  author       = {V{\'{\i}}ctor Ponce{-}L{\'{o}}pez and
                  Baiyu Chen and
                  Marc Oliu and
                  Ciprian A. Corneanu and
                  Albert Clap{\'{e}}s and
                  Isabelle Guyon and
                  Xavier Bar{\'{o}} and
                  Hugo Jair Escalante and
                  Sergio Escalera},
  editor       = {Gang Hua and
                  Herv{\'{e}} J{\'{e}}gou},
  title        = {ChaLearn {LAP} 2016: First Round Challenge on First Impressions -
                  Dataset and Results},
  booktitle    = {Computer Vision - {ECCV} 2016 Workshops - Amsterdam, The Netherlands,
                  October 8-10 and 15-16, 2016, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9915},
  pages        = {400--418},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-49409-8\_32},
  doi          = {10.1007/978-3-319-49409-8\_32},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/Ponce-LopezCOCC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ChenEGPSS16,
  author       = {Baiyu Chen and
                  Sergio Escalera and
                  Isabelle Guyon and
                  V{\'{\i}}ctor Ponce{-}L{\'{o}}pez and
                  Nihar B. Shah and
                  Marc Oliu Simon},
  editor       = {Gang Hua and
                  Herv{\'{e}} J{\'{e}}gou},
  title        = {Overcoming Calibration Problems in Pattern Labeling with Pairwise
                  Ratings: Application to Personality Traits},
  booktitle    = {Computer Vision - {ECCV} 2016 Workshops - Amsterdam, The Netherlands,
                  October 8-10 and 15-16, 2016, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9915},
  pages        = {419--432},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-49409-8\_33},
  doi          = {10.1007/978-3-319-49409-8\_33},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/ChenEGPSS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Adam-Bourdarios16,
  author       = {Claire Adam{-}Bourdarios and
                  Glen Cowan and
                  C{\'{e}}cile Germain and
                  Isabelle Guyon and
                  Bal{\'{a}}zs K{\'{e}}gl and
                  David Rousseau},
  title        = {How machine learning won the Higgs boson challenge},
  booktitle    = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
                  Bruges, Belgium, April 27-29, 2016},
  year         = {2016},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-181.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/Adam-Bourdarios16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuyonCEEJLMRRSS16,
  author       = {Isabelle Guyon and
                  Imad Chaabane and
                  Hugo Jair Escalante and
                  Sergio Escalera and
                  Damir Jajetic and
                  James Robert Lloyd and
                  N{\'{u}}ria Maci{\`{a}} and
                  Bisakha Ray and
                  Lukasz Romaszko and
                  Mich{\`{e}}le Sebag and
                  Alexander R. Statnikov and
                  S{\'{e}}bastien Treguer and
                  Evelyne Viegas},
  editor       = {Frank Hutter and
                  Lars Kotthoff and
                  Joaquin Vanschoren},
  title        = {A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset
                  Learning without Human Intervention},
  booktitle    = {Proceedings of the 2016 Workshop on Automatic Machine Learning, AutoML
                  2016, co-located with 33rd International Conference on Machine Learning
                  {(ICML} 2016), New York City, NY, USA, June 24, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {64},
  pages        = {21--30},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v64/guyon\_review\_2016.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/GuyonCEEJLMRRSS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/EscalanteP0RCCE16,
  author       = {Hugo Jair Escalante and
                  V{\'{\i}}ctor Ponce{-}L{\'{o}}pez and
                  Jun Wan and
                  Michael A. Riegler and
                  Baiyu Chen and
                  Albert Clap{\'{e}}s and
                  Sergio Escalera and
                  Isabelle Guyon and
                  Xavier Bar{\'{o}} and
                  P{\aa}l Halvorsen and
                  Henning M{\"{u}}ller and
                  Martha A. Larson},
  title        = {ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis:
                  An overview},
  booktitle    = {23rd International Conference on Pattern Recognition, {ICPR} 2016,
                  Canc{\'{u}}n, Mexico, December 4-8, 2016},
  pages        = {67--73},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICPR.2016.7899609},
  doi          = {10.1109/ICPR.2016.7899609},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/EscalanteP0RCCE16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2016,
  editor       = {Daniel D. Lee and
                  Masashi Sugiyama and
                  Ulrike von Luxburg and
                  Isabelle Guyon and
                  Roman Garnett},
  title        = {Advances in Neural Information Processing Systems 29: Annual Conference
                  on Neural Information Processing Systems 2016, December 5-10, 2016,
                  Barcelona, Spain},
  year         = {2016},
  url          = {https://proceedings.neurips.cc/paper/2016},
  timestamp    = {Mon, 16 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/2016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BaroGFBOEGE15,
  author       = {Xavier Bar{\'{o}} and
                  Jordi Gonz{\`{a}}lez and
                  Junior Fabian and
                  Miguel {\'{A}}ngel Bautista and
                  Marc Oliu and
                  Hugo Jair Escalante and
                  Isabelle Guyon and
                  Sergio Escalera},
  title        = {ChaLearn Looking at People 2015 challenges: Action spotting and cultural
                  event recognition},
  booktitle    = {2015 {IEEE} Conference on Computer Vision and Pattern Recognition
                  Workshops, {CVPR} Workshops 2015, Boston, MA, USA, June 7-12, 2015},
  pages        = {1--9},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/CVPRW.2015.7301329},
  doi          = {10.1109/CVPRW.2015.7301329},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/BaroGFBOEGE15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/EscaleraFPBGEMS15,
  author       = {Sergio Escalera and
                  Junior Fabian and
                  Pablo Pardo and
                  Xavier Bar{\'{o}} and
                  Jordi Gonz{\`{a}}lez and
                  Hugo Jair Escalante and
                  Dusan Misevic and
                  Ulrich Steiner and
                  Isabelle Guyon},
  title        = {ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition
                  Datasets and Results},
  booktitle    = {2015 {IEEE} International Conference on Computer Vision Workshop,
                  {ICCV} Workshops 2015, Santiago, Chile, December 7-13, 2015},
  pages        = {243--251},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICCVW.2015.40},
  doi          = {10.1109/ICCVW.2015.40},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccvw/EscaleraFPBGEMS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/EscaleraGBPFOEH15,
  author       = {Sergio Escalera and
                  Jordi Gonz{\`{a}}lez and
                  Xavier Bar{\'{o}} and
                  Pablo Pardo and
                  Junior Fabian and
                  Marc Oliu and
                  Hugo Jair Escalante and
                  Iv{\'{a}}n Huerta and
                  Isabelle Guyon},
  title        = {ChaLearn looking at people 2015 new competitions: Age estimation and
                  cultural event recognition},
  booktitle    = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
                  Killarney, Ireland, July 12-17, 2015},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/IJCNN.2015.7280614},
  doi          = {10.1109/IJCNN.2015.7280614},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/EscaleraGBPFOEH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuyonBCEEHMRSSV15,
  author       = {Isabelle Guyon and
                  Kristin P. Bennett and
                  Gavin C. Cawley and
                  Hugo Jair Escalante and
                  Sergio Escalera and
                  Tin Kam Ho and
                  N{\'{u}}ria Maci{\`{a}} and
                  Bisakha Ray and
                  Mehreen Saeed and
                  Alexander R. Statnikov and
                  Evelyne Viegas},
  title        = {Design of the 2015 ChaLearn AutoML challenge},
  booktitle    = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
                  Killarney, Ireland, July 12-17, 2015},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/IJCNN.2015.7280767},
  doi          = {10.1109/IJCNN.2015.7280767},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/GuyonBCEEHMRSSV15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/GuyonAJE14,
  author       = {Isabelle Guyon and
                  Vassilis Athitsos and
                  Pat Jangyodsuk and
                  Hugo Jair Escalante},
  title        = {The ChaLearn gesture dataset {(CGD} 2011)},
  journal      = {Mach. Vis. Appl.},
  volume       = {25},
  number       = {8},
  pages        = {1929--1951},
  year         = {2014},
  url          = {https://doi.org/10.1007/s00138-014-0596-3},
  doi          = {10.1007/S00138-014-0596-3},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mva/GuyonAJE14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/WanAJERG14,
  author       = {Jun Wan and
                  Vassilis Athitsos and
                  Pat Jangyodsuk and
                  Hugo Jair Escalante and
                  Qiuqi Ruan and
                  Isabelle Guyon},
  title        = {{CSMMI:} Class-Specific Maximization of Mutual Information for Action
                  and Gesture Recognition},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {23},
  number       = {7},
  pages        = {3152--3165},
  year         = {2014},
  url          = {https://doi.org/10.1109/TIP.2014.2328181},
  doi          = {10.1109/TIP.2014.2328181},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/WanAJERG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/EscaleraBGBMRPE14,
  author       = {Sergio Escalera and
                  Xavier Bar{\'{o}} and
                  Jordi Gonz{\`{a}}lez and
                  Miguel {\'{A}}ngel Bautista and
                  Meysam Madadi and
                  Miguel Reyes and
                  V{\'{\i}}ctor Ponce{-}L{\'{o}}pez and
                  Hugo Jair Escalante and
                  Jamie Shotton and
                  Isabelle Guyon},
  editor       = {Lourdes Agapito and
                  Michael M. Bronstein and
                  Carsten Rother},
  title        = {ChaLearn Looking at People Challenge 2014: Dataset and Results},
  booktitle    = {Computer Vision - {ECCV} 2014 Workshops - Zurich, Switzerland, September
                  6-7 and 12, 2014, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8925},
  pages        = {459--473},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-16178-5\_32},
  doi          = {10.1007/978-3-319-16178-5\_32},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/EscaleraBGBMRPE14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/OrlandiRBGLSSSS14,
  author       = {Javier G. Orlandi and
                  Bisakha Ray and
                  Demian Battaglia and
                  Isabelle Guyon and
                  Vincent Lemaire and
                  Mehreen Saeed and
                  Alexander R. Statnikov and
                  Olav Stetter and
                  Jordi Soriano},
  title        = {First Connectomics Challenge: From Imaging to Connectivity},
  booktitle    = {Proceedings of the Neural Connectomics Workshop at {ECML} 2014, Porto,
                  Portugal, September 7, 2015},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {46},
  pages        = {1--22},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v46/orlandi15.html},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ecml/OrlandiRBGLSSSS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuyonBGLORSSSS14,
  author       = {Isabelle Guyon and
                  Demian Battaglia and
                  Alice Guyon and
                  Vincent Lemaire and
                  Javier G. Orlandi and
                  Bisakha Ray and
                  Mehreen Saeed and
                  Jordi Soriano and
                  Alexander R. Statnikov and
                  Olav Stetter},
  title        = {Design of the first neuronal connectomics challenge: From imaging
                  to connectivity},
  booktitle    = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
                  Beijing, China, July 6-11, 2014},
  pages        = {2600--2607},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/IJCNN.2014.6889913},
  doi          = {10.1109/IJCNN.2014.6889913},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/GuyonBGLORSSSS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Adam-Bourdarios14,
  author       = {Claire Adam{-}Bourdarios and
                  Glen Cowan and
                  C{\'{e}}cile Germain and
                  Isabelle Guyon and
                  Bal{\'{a}}zs K{\'{e}}gl and
                  David Rousseau},
  title        = {The Higgs boson machine learning challenge},
  booktitle    = {Workshop on High-energy Physics and Machine Learning, {HEPML} 2014,
                  held at {NIPS} 2014, Montreal, Quebec, Canada, December 8-13, 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {42},
  pages        = {19--55},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v42/cowa14.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/Adam-Bourdarios14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/EscaleraGBRGAESASBS13,
  author       = {Sergio Escalera and
                  Jordi Gonz{\`{a}}lez and
                  Xavier Bar{\'{o}} and
                  Miguel Reyes and
                  Isabelle Guyon and
                  Vassilis Athitsos and
                  Hugo Jair Escalante and
                  Leonid Sigal and
                  Antonis A. Argyros and
                  Cristian Sminchisescu and
                  Richard Bowden and
                  Stan Sclaroff},
  editor       = {Julien Epps and
                  Fang Chen and
                  Sharon L. Oviatt and
                  Kenji Mase and
                  Andrew Sears and
                  Kristiina Jokinen and
                  Bj{\"{o}}rn W. Schuller},
  title        = {ChaLearn multi-modal gesture recognition 2013: grand challenge and
                  workshop summary},
  booktitle    = {2013 International Conference on Multimodal Interaction, {ICMI} '13,
                  Sydney, NSW, Australia, December 9-13, 2013},
  pages        = {365--368},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2522848.2532597},
  doi          = {10.1145/2522848.2532597},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmi/EscaleraGBRGAESASBS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/EscaleraGBRLGAE13,
  author       = {Sergio Escalera and
                  Jordi Gonz{\`{a}}lez and
                  Xavier Bar{\'{o}} and
                  Miguel Reyes and
                  Oscar Lopes and
                  Isabelle Guyon and
                  Vassilis Athitsos and
                  Hugo Jair Escalante},
  editor       = {Julien Epps and
                  Fang Chen and
                  Sharon L. Oviatt and
                  Kenji Mase and
                  Andrew Sears and
                  Kristiina Jokinen and
                  Bj{\"{o}}rn W. Schuller},
  title        = {Multi-modal gesture recognition challenge 2013: dataset and results},
  booktitle    = {2013 International Conference on Multimodal Interaction, {ICMI} '13,
                  Sydney, NSW, Australia, December 9-13, 2013},
  pages        = {445--452},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2522848.2532595},
  doi          = {10.1145/2522848.2532595},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmi/EscaleraGBRLGAE13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/EscalanteGAJW13,
  author       = {Hugo Jair Escalante and
                  Isabelle Guyon and
                  Vassilis Athitsos and
                  Pat Jangyodsuk and
                  Jun Wan},
  title        = {Principal motion components for gesture recognition using a single-example},
  journal      = {CoRR},
  volume       = {abs/1310.4822},
  year         = {2013},
  url          = {http://arxiv.org/abs/1310.4822},
  eprinttype    = {arXiv},
  eprint       = {1310.4822},
  timestamp    = {Mon, 03 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/EscalanteGAJW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/GuyonDLSTA12,
  author       = {Isabelle Guyon and
                  Gideon Dror and
                  Vincent Lemaire and
                  Daniel L. Silver and
                  Graham W. Taylor and
                  David W. Aha},
  title        = {Analysis of the {IJCNN} 2011 {UTL} challenge},
  journal      = {Neural Networks},
  volume       = {32},
  pages        = {174--178},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.neunet.2012.02.010},
  doi          = {10.1016/J.NEUNET.2012.02.010},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/GuyonDLSTA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GuyonAJHE12,
  author       = {Isabelle Guyon and
                  Vassilis Athitsos and
                  Pat Jangyodsuk and
                  Ben Hamner and
                  Hugo Jair Escalante},
  title        = {ChaLearn gesture challenge: Design and first results},
  booktitle    = {2012 {IEEE} Computer Society Conference on Computer Vision and Pattern
                  Recognition Workshops, Providence, RI, USA, June 16-21, 2012},
  pages        = {1--6},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/CVPRW.2012.6239178},
  doi          = {10.1109/CVPRW.2012.6239178},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/GuyonAJHE12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wdia/GuyonAJEH12,
  author       = {Isabelle Guyon and
                  Vassilis Athitsos and
                  Pat Jangyodsuk and
                  Hugo Jair Escalante and
                  Ben Hamner},
  editor       = {Xiaoyi Jiang and
                  Olga Regina Pereira Bellon and
                  Dmitry B. Goldgof and
                  Takeshi Oishi},
  title        = {Results and Analysis of the ChaLearn Gesture Challenge 2012},
  booktitle    = {Advances in Depth Image Analysis and Applications - International
                  Workshop, {WDIA} 2012, Tsukuba, Japan, November 11, 2012, Revised
                  Selected and Invited Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7854},
  pages        = {186--204},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-40303-3\_19},
  doi          = {10.1007/978-3-642-40303-3\_19},
  timestamp    = {Thu, 14 Oct 2021 09:48:23 +0200},
  biburl       = {https://dblp.org/rec/conf/wdia/GuyonAJEH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SilverGTDL12,
  author       = {Daniel L. Silver and
                  Isabelle Guyon and
                  Graham W. Taylor and
                  Gideon Dror and
                  Vincent Lemaire},
  editor       = {Isabelle Guyon and
                  Gideon Dror and
                  Vincent Lemaire and
                  Graham W. Taylor and
                  Daniel L. Silver},
  title        = {{ICML2011} Unsupervised and Transfer Learning Workshop},
  booktitle    = {Unsupervised and Transfer Learning - Workshop held at {ICML} 2011,
                  Bellevue, Washington, USA, July 2, 2011},
  series       = {{JMLR} Proceedings},
  volume       = {27},
  pages        = {1--16},
  publisher    = {JMLR.org},
  year         = {2012},
  url          = {http://proceedings.mlr.press/v27/silver12a.html},
  timestamp    = {Wed, 02 Sep 2020 16:33:18 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SilverGTDL12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LuxburgWG12,
  author       = {Ulrike von Luxburg and
                  Robert C. Williamson and
                  Isabelle Guyon},
  editor       = {Isabelle Guyon and
                  Gideon Dror and
                  Vincent Lemaire and
                  Graham W. Taylor and
                  Daniel L. Silver},
  title        = {Clustering: Science or Art?},
  booktitle    = {Unsupervised and Transfer Learning - Workshop held at {ICML} 2011,
                  Bellevue, Washington, USA, July 2, 2011},
  series       = {{JMLR} Proceedings},
  volume       = {27},
  pages        = {65--80},
  publisher    = {JMLR.org},
  year         = {2012},
  url          = {http://proceedings.mlr.press/v27/luxburg12a.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LuxburgWG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2011utl,
  editor       = {Isabelle Guyon and
                  Gideon Dror and
                  Vincent Lemaire and
                  Graham W. Taylor and
                  Daniel L. Silver},
  title        = {Unsupervised and Transfer Learning - Workshop held at {ICML} 2011,
                  Bellevue, Washington, USA, July 2, 2011},
  series       = {{JMLR} Proceedings},
  volume       = {27},
  publisher    = {JMLR.org},
  year         = {2012},
  url          = {http://proceedings.mlr.press/v27/},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/2011utl.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/GuyonA11,
  author       = {Isabelle Guyon and
                  Vassilis Athitsos},
  title        = {Demonstrations and live evaluation for the gesture recognition challenge},
  booktitle    = {{IEEE} International Conference on Computer Vision Workshops, {ICCV}
                  2011 Workshops, Barcelona, Spain, November 6-13, 2011},
  pages        = {461--462},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICCVW.2011.6130277},
  doi          = {10.1109/ICCVW.2011.6130277},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccvw/GuyonA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuyonDLTA11,
  author       = {Isabelle Guyon and
                  Gideon Dror and
                  Vincent Lemaire and
                  Graham W. Taylor and
                  David W. Aha},
  title        = {Unsupervised and transfer learning challenge},
  booktitle    = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
                  2011, San Jose, California, USA, July 31 - August 5, 2011},
  pages        = {793--800},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/IJCNN.2011.6033302},
  doi          = {10.1109/IJCNN.2011.6033302},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/GuyonDLTA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GuyonCDL11,
  author       = {Isabelle Guyon and
                  Gavin C. Cawley and
                  Gideon Dror and
                  Vincent Lemaire},
  editor       = {Isabelle Guyon and
                  Gavin C. Cawley and
                  Gideon Dror and
                  Vincent Lemaire and
                  Alexander R. Statnikov},
  title        = {Results of the Active Learning Challenge},
  booktitle    = {Active Learning and Experimental Design workshop, In conjunction with
                  {AISTATS} 2010, Sardinia, Italy, May 16, 2010},
  series       = {{JMLR} Proceedings},
  volume       = {16},
  pages        = {19--45},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v16/guyon11a/guyon11a.pdf},
  timestamp    = {Wed, 02 Sep 2020 16:33:16 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuyonCDL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GuyonSA11,
  author       = {Isabelle Guyon and
                  Alexander R. Statnikov and
                  Constantin F. Aliferis},
  editor       = {Florin Popescu and
                  Isabelle Guyon},
  title        = {Time Series Analysis with the Causality Workbench},
  booktitle    = {Neural Information Processing Systems {(NIPS)} Mini-Symposium on Causality
                  in Time Series, Vancouver, Canada, December 10, 2009},
  series       = {{JMLR} Proceedings},
  volume       = {12},
  pages        = {115--139},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v12/guyon11.htm},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuyonSA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2010w,
  editor       = {Isabelle Guyon and
                  Gavin C. Cawley and
                  Gideon Dror and
                  Vincent Lemaire and
                  Alexander R. Statnikov},
  title        = {Active Learning and Experimental Design workshop, In conjunction with
                  {AISTATS} 2010, Sardinia, Italy, May 16, 2010},
  series       = {{JMLR} Proceedings},
  volume       = {16},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v16/},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/2010w.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2009mscts,
  editor       = {Florin Popescu and
                  Isabelle Guyon},
  title        = {Neural Information Processing Systems {(NIPS)} Mini-Symposium on Causality
                  in Time Series, Vancouver, Canada, December 10, 2009},
  series       = {{JMLR} Proceedings},
  volume       = {12},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v12/},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/2009mscts.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GuyonSDC10,
  author       = {Isabelle Guyon and
                  Amir Saffari and
                  Gideon Dror and
                  Gavin C. Cawley},
  title        = {Model Selection: Beyond the Bayesian/Frequentist Divide},
  journal      = {J. Mach. Learn. Res.},
  volume       = {11},
  pages        = {61--87},
  year         = {2010},
  url          = {https://dl.acm.org/doi/10.5555/1756006.1756009},
  doi          = {10.5555/1756006.1756009},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuyonSDC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/GuyonPS10,
  author       = {Isabelle Guyon and
                  Jean{-}Philippe Pellet and
                  Alexander R. Statnikov},
  title        = {Development Projects for the CausalityWorkbench},
  booktitle    = {Artificial Intelligence for Development, Papers from the 2010 {AAAI}
                  Spring Symposium, Technical Report SS-10-01, Stanford, California,
                  USA, March 22-24, 2010},
  publisher    = {{AAAI}},
  year         = {2010},
  url          = {http://www.aaai.org/ocs/index.php/SSS/SSS10/paper/view/1132},
  timestamp    = {Sat, 18 Feb 2012 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaaiss/GuyonPS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuyonCDL10,
  author       = {Isabelle Guyon and
                  Gavin C. Cawley and
                  Gideon Dror and
                  Vincent Lemaire},
  title        = {Design and analysis of the {WCCI} 2010 active learning challenge},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
                  Spain, 18-23 July, 2010},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/IJCNN.2010.5596506},
  doi          = {10.1109/IJCNN.2010.5596506},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/GuyonCDL10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GuyonJS10,
  author       = {Isabelle Guyon and
                  Dominik Janzing and
                  Bernhard Sch{\"{o}}lkopf},
  editor       = {Isabelle Guyon and
                  Dominik Janzing and
                  Bernhard Sch{\"{o}}lkopf},
  title        = {Causality: Objectives and Assessment},
  booktitle    = {Causality: Objectives and Assessment {(NIPS} 2008 Workshop), Whistler,
                  Canada, December 12, 2008},
  series       = {{JMLR} Proceedings},
  volume       = {6},
  pages        = {1--42},
  publisher    = {JMLR.org},
  year         = {2010},
  url          = {http://proceedings.mlr.press/v6/guyon10a.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuyonJS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2008coa,
  editor       = {Isabelle Guyon and
                  Dominik Janzing and
                  Bernhard Sch{\"{o}}lkopf},
  title        = {Causality: Objectives and Assessment {(NIPS} 2008 Workshop), Whistler,
                  Canada, December 12, 2008},
  series       = {{JMLR} Proceedings},
  volume       = {6},
  publisher    = {JMLR.org},
  year         = {2010},
  url          = {http://proceedings.mlr.press/v6/},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/2008coa.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/GuyonLBDV09,
  author       = {Isabelle Guyon and
                  Vincent Lemaire and
                  Marc Boull{\'{e}} and
                  Gideon Dror and
                  David Vogel},
  title        = {Design and analysis of the {KDD} cup 2009: fast scoring on a large
                  orange customer database},
  journal      = {{SIGKDD} Explor.},
  volume       = {11},
  number       = {2},
  pages        = {68--76},
  year         = {2009},
  url          = {https://doi.org/10.1145/1809400.1809414},
  doi          = {10.1145/1809400.1809414},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigkdd/GuyonLBDV09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GuyonLBDV09,
  author       = {Isabelle Guyon and
                  Vincent Lemaire and
                  Marc Boull{\'{e}} and
                  Gideon Dror and
                  David Vogel},
  editor       = {Gideon Dror and
                  Marc Boull{\'{e}} and
                  Isabelle Guyon and
                  Vincent Lemaire and
                  David Vogel},
  title        = {Analysis of the {KDD} Cup 2009: Fast Scoring on a Large Orange Customer
                  Database},
  booktitle    = {Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009},
  series       = {{JMLR} Proceedings},
  volume       = {7},
  pages        = {1--22},
  publisher    = {JMLR.org},
  year         = {2009},
  url          = {http://proceedings.mlr.press/v7/guyon09.html},
  timestamp    = {Wed, 02 Sep 2020 16:33:16 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuyonLBDV09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2009kddcup,
  editor       = {Gideon Dror and
                  Marc Boull{\'{e}} and
                  Isabelle Guyon and
                  Vincent Lemaire and
                  David Vogel},
  title        = {Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009},
  series       = {{JMLR} Proceedings},
  volume       = {7},
  publisher    = {JMLR.org},
  year         = {2009},
  url          = {http://proceedings.mlr.press/v7/},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/2009kddcup.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/GuyonSDC08,
  author       = {Isabelle Guyon and
                  Amir Saffari and
                  Gideon Dror and
                  Gavin C. Cawley},
  title        = {Analysis of the {IJCNN} 2007 agnostic learning vs. prior knowledge
                  challenge},
  journal      = {Neural Networks},
  volume       = {21},
  number       = {2-3},
  pages        = {544--550},
  year         = {2008},
  url          = {https://doi.org/10.1016/j.neunet.2007.12.024},
  doi          = {10.1016/J.NEUNET.2007.12.024},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/nn/GuyonSDC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GuyonACEPSS08,
  author       = {Isabelle Guyon and
                  Constantin F. Aliferis and
                  Gregory F. Cooper and
                  Andr{\'{e}} Elisseeff and
                  Jean{-}Philippe Pellet and
                  Peter Spirtes and
                  Alexander R. Statnikov},
  editor       = {Isabelle Guyon and
                  Constantin F. Aliferis and
                  Gregory F. Cooper and
                  Andr{\'{e}} Elisseeff and
                  Jean{-}Philippe Pellet and
                  Peter Spirtes and
                  Alexander R. Statnikov},
  title        = {Design and Analysis of the Causation and Prediction Challenge},
  booktitle    = {Causation and Prediction Challenge at {WCCI} 2008, Hong Kong, June
                  1-6, 2008},
  series       = {{JMLR} Proceedings},
  volume       = {3},
  pages        = {1--33},
  publisher    = {JMLR.org},
  year         = {2008},
  url          = {http://proceedings.mlr.press/v3/guyon08a.html},
  timestamp    = {Wed, 29 May 2019 08:41:46 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuyonACEPSS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/wcci/2008cpc,
  editor       = {Isabelle Guyon and
                  Constantin F. Aliferis and
                  Gregory F. Cooper and
                  Andr{\'{e}} Elisseeff and
                  Jean{-}Philippe Pellet and
                  Peter Spirtes and
                  Alexander R. Statnikov},
  title        = {Causation and Prediction Challenge at {WCCI} 2008, Hong Kong, June
                  1-6, 2008},
  series       = {{JMLR} Proceedings},
  volume       = {3},
  publisher    = {JMLR.org},
  year         = {2008},
  url          = {http://proceedings.mlr.press/v3/},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/wcci/2008cpc.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/Guyon08,
  author       = {Isabelle Guyon},
  title        = {Madelon},
  publisher    = {{UCI} Machine Learning Repository},
  year         = {2008},
  month        = feb,
  howpublished = {\url{https://doi.org/10.24432/C5602H}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://doi.org/10.24432/C5602H},
  doi          = {10.24432/C5602H},
  timestamp    = {Mon, 31 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/10/Guyon08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/GuyonGBD08,
  author       = {Isabelle Guyon and
                  Steve R. Gunn and
                  Asa Ben{-}Hur and
                  Gideon Dror},
  title        = {Arcene},
  publisher    = {{UCI} Machine Learning Repository},
  year         = {2008},
  month        = feb,
  howpublished = {\url{https://doi.org/10.24432/C58P55}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://doi.org/10.24432/C58P55},
  doi          = {10.24432/C58P55},
  timestamp    = {Mon, 31 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/10/GuyonGBD08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/GuyonGBD08a,
  author       = {Isabelle Guyon and
                  Steve R. Gunn and
                  Asa Ben{-}Hur and
                  Gideon Dror},
  title        = {Dorothea},
  publisher    = {{UCI} Machine Learning Repository},
  year         = {2008},
  month        = feb,
  howpublished = {\url{https://doi.org/10.24432/C5NK6X}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://doi.org/10.24432/C5NK6X},
  doi          = {10.24432/C5NK6X},
  timestamp    = {Mon, 31 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/10/GuyonGBD08a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/GuyonGBD08b,
  author       = {Isabelle Guyon and
                  Steve R. Gunn and
                  Asa Ben{-}Hur and
                  Gideon Dror},
  title        = {Gisette},
  publisher    = {{UCI} Machine Learning Repository},
  year         = {2008},
  month        = feb,
  howpublished = {\url{https://doi.org/10.24432/C5HP5B}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://doi.org/10.24432/C5HP5B},
  doi          = {10.24432/C5HP5B},
  timestamp    = {Mon, 31 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/10/GuyonGBD08b.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/GuyonGBD08c,
  author       = {Isabelle Guyon and
                  Steve R. Gunn and
                  Asa Ben{-}Hur and
                  Gideon Dror},
  title        = {Dexter},
  publisher    = {{UCI} Machine Learning Repository},
  year         = {2008},
  month        = feb,
  howpublished = {\url{https://doi.org/10.24432/C5P898}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://doi.org/10.24432/C5P898},
  doi          = {10.24432/C5P898},
  timestamp    = {Mon, 31 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/10/GuyonGBD08c.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/GuyonLMPSU07,
  author       = {Isabelle Guyon and
                  Jiwen Li and
                  Theodor Mader and
                  Patrick A. Pletscher and
                  Georg Schneider and
                  Markus Uhr},
  title        = {Competitive baseline methods set new standards for the {NIPS} 2003
                  feature selection benchmark},
  journal      = {Pattern Recognit. Lett.},
  volume       = {28},
  number       = {12},
  pages        = {1438--1444},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.patrec.2007.02.014},
  doi          = {10.1016/J.PATREC.2007.02.014},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/prl/GuyonLMPSU07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuyonSDC07,
  author       = {Isabelle Guyon and
                  Amir Saffari and
                  Gideon Dror and
                  Gavin C. Cawley},
  title        = {Agnostic Learning vs. Prior Knowledge Challenge},
  booktitle    = {Proceedings of the International Joint Conference on Neural Networks,
                  {IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
                  USA, August 12-17, 2007},
  pages        = {829--834},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/IJCNN.2007.4371065},
  doi          = {10.1109/IJCNN.2007.4371065},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/GuyonSDC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nato/Guyon07,
  author       = {Isabelle Guyon},
  editor       = {Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
                  Domenico Perrotta and
                  Jakub Piskorski and
                  Ralf Steinberger},
  title        = {Practical Feature Selection: from Correlation to Causality},
  booktitle    = {Mining Massive Data Sets for Security - Advances in Data Mining, Search,
                  Social Networks and Text Mining, and their Applications to Security,
                  Proceedings of the {NATO} Advanced Study Institute on Mining Massive
                  Data Sets for Security, Gazzada (Varese), Italy, 10-21 September 2007},
  series       = {{NATO} Science for Peace and Security Series - {D:} Information and
                  Communication Security},
  volume       = {19},
  pages        = {27--43},
  publisher    = {{IOS} Press},
  year         = {2007},
  url          = {https://doi.org/10.3233/978-1-58603-898-4-27},
  doi          = {10.3233/978-1-58603-898-4-27},
  timestamp    = {Mon, 06 May 2019 12:23:28 +0200},
  biburl       = {https://dblp.org/rec/conf/nato/Guyon07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuyonADB06,
  author       = {Isabelle Guyon and
                  Amir Reza Saffari Azar Alamdari and
                  Gideon Dror and
                  Joachim M. Buhmann},
  title        = {PerformancePrediction Challenge},
  booktitle    = {Proceedings of the International Joint Conference on Neural Networks,
                  {IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
                  {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
  pages        = {1649--1656},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/IJCNN.2006.246632},
  doi          = {10.1109/IJCNN.2006.246632},
  timestamp    = {Tue, 10 Aug 2021 14:29:47 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/GuyonADB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/GuyonE06,
  author       = {Isabelle Guyon and
                  Andr{\'{e}} Elisseeff},
  editor       = {Isabelle Guyon and
                  Masoud Nikravesh and
                  Steve R. Gunn and
                  Lotfi A. Zadeh},
  title        = {An Introduction to Feature Extraction},
  booktitle    = {Feature Extraction - Foundations and Applications},
  series       = {Studies in Fuzziness and Soft Computing},
  volume       = {207},
  pages        = {1--25},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/978-3-540-35488-8\_1},
  doi          = {10.1007/978-3-540-35488-8\_1},
  timestamp    = {Fri, 26 Jul 2019 12:50:23 +0200},
  biburl       = {https://dblp.org/rec/books/sp/06/GuyonE06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/DreyfusG06,
  author       = {G{\'{e}}rard Dreyfus and
                  Isabelle Guyon},
  editor       = {Isabelle Guyon and
                  Masoud Nikravesh and
                  Steve R. Gunn and
                  Lotfi A. Zadeh},
  title        = {Assessment Methods},
  booktitle    = {Feature Extraction - Foundations and Applications},
  series       = {Studies in Fuzziness and Soft Computing},
  volume       = {207},
  pages        = {65--88},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/978-3-540-35488-8\_3},
  doi          = {10.1007/978-3-540-35488-8\_3},
  timestamp    = {Fri, 26 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/06/DreyfusG06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/GuyonGBD06,
  author       = {Isabelle Guyon and
                  Steve R. Gunn and
                  Asa Ben{-}Hur and
                  Gideon Dror},
  editor       = {Isabelle Guyon and
                  Masoud Nikravesh and
                  Steve R. Gunn and
                  Lotfi A. Zadeh},
  title        = {Design and Analysis of the {NIPS2003} Challenge},
  booktitle    = {Feature Extraction - Foundations and Applications},
  series       = {Studies in Fuzziness and Soft Computing},
  volume       = {207},
  pages        = {237--263},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/978-3-540-35488-8\_10},
  doi          = {10.1007/978-3-540-35488-8\_10},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/06/GuyonGBD06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/06/GNGZ2006,
  editor       = {Isabelle Guyon and
                  Masoud Nikravesh and
                  Steve R. Gunn and
                  Lotfi A. Zadeh},
  title        = {Feature Extraction - Foundations and Applications},
  series       = {Studies in Fuzziness and Soft Computing},
  volume       = {207},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/978-3-540-35488-8},
  doi          = {10.1007/978-3-540-35488-8},
  isbn         = {978-3-540-35487-1},
  timestamp    = {Fri, 26 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/06/GNGZ2006.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icfhr/FrankeGSV04,
  author       = {Katrin Franke and
                  Isabelle Guyon and
                  Lambert Schomaker and
                  Louis Vuurpijl},
  title        = {The {WANDAML} markup language for digital document annotation},
  booktitle    = {Ninth International Workshop on Frontiers in Handwriting Recognition,
                  {IWFHR-9} 2004, Kokubunji, Tokyo, Japan, October 26-29, 2004},
  pages        = {563--568},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/IWFHR.2004.104},
  doi          = {10.1109/IWFHR.2004.104},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icfhr/FrankeGSV04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuyonGBD04,
  author       = {Isabelle Guyon and
                  Steve R. Gunn and
                  Asa Ben{-}Hur and
                  Gideon Dror},
  title        = {Result Analysis of the {NIPS} 2003 Feature Selection Challenge},
  booktitle    = {Advances in Neural Information Processing Systems 17 [Neural Information
                  Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
                  British Columbia, Canada]},
  pages        = {545--552},
  year         = {2004},
  url          = {https://proceedings.neurips.cc/paper/2004/hash/5e751896e527c862bf67251a474b3819-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GuyonGBD04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GuyonE03,
  author       = {Isabelle Guyon and
                  Andr{\'{e}} Elisseeff},
  title        = {An Introduction to Variable and Feature Selection},
  journal      = {J. Mach. Learn. Res.},
  volume       = {3},
  pages        = {1157--1182},
  year         = {2003},
  url          = {http://jmlr.org/papers/v3/guyon03a.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuyonE03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/FrankeSVTGVVZ03,
  author       = {Katrin Franke and
                  Lambert Schomaker and
                  Christian Veenhuis and
                  C. Taubenheim and
                  Isabelle Guyon and
                  Louis Vuurpijl and
                  Merijn van Erp and
                  G. Zwarts},
  editor       = {Ajith Abraham and
                  Mario K{\"{o}}ppen and
                  Katrin Franke},
  title        = {{WANDA:} {A} generic Framework applied in Forensic Handwriting Analysis
                  and Writer Identification},
  booktitle    = {Design and Application of Hybrid Intelligent Systems, HIS03, the Third
                  International Conference on Hybrid Intelligent Systems, Melbourne,
                  Australia, December 14-17, 2003},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {105},
  pages        = {927--938},
  publisher    = {{IOS} Press},
  year         = {2003},
  timestamp    = {Thu, 06 Sep 2012 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/his/FrankeSVTGVVZ03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GuyonWBV02,
  author       = {Isabelle Guyon and
                  Jason Weston and
                  Stephen Barnhill and
                  Vladimir Vapnik},
  title        = {Gene Selection for Cancer Classification using Support Vector Machines},
  journal      = {Mach. Learn.},
  volume       = {46},
  number       = {1-3},
  pages        = {389--422},
  year         = {2002},
  url          = {https://doi.org/10.1023/A:1012487302797},
  doi          = {10.1023/A:1012487302797},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/GuyonWBV02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/Ben-HurEG02,
  author       = {Asa Ben{-}Hur and
                  Andr{\'{e}} Elisseeff and
                  Isabelle Guyon},
  editor       = {Russ B. Altman and
                  A. Keith Dunker and
                  Lawrence Hunter and
                  Teri E. Klein},
  title        = {A Stability Based Method for Discovering Structure in Clustered Data},
  booktitle    = {Proceedings of the 7th Pacific Symposium on Biocomputing, {PSB} 2002,
                  Lihue, Hawaii, USA, January 3-7, 2002},
  pages        = {6--17},
  year         = {2002},
  url          = {http://psb.stanford.edu/psb-online/proceedings/psb02/benhur.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/psb/Ben-HurEG02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/Guyon98,
  author       = {Isabelle Guyon},
  title        = {Pattern classification - \emph{By J. Sch{\"{u}}rmann}. Wiley-Interscience,
                  {ISBN:} 0-471-13534-8},
  journal      = {Pattern Anal. Appl.},
  volume       = {1},
  number       = {2},
  pages        = {142--143},
  year         = {1998},
  url          = {https://doi.org/10.1007/BF01237942},
  doi          = {10.1007/BF01237942},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/paa/Guyon98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GuyonMSV98,
  author       = {Isabelle Guyon and
                  John Makhoul and
                  Richard M. Schwartz and
                  Vladimir Vapnik},
  title        = {What Size Test Set Gives Good Error Rate Estimates?},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {20},
  number       = {1},
  pages        = {52--64},
  year         = {1998},
  url          = {https://doi.org/10.1109/34.655649},
  doi          = {10.1109/34.655649},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/GuyonMSV98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/mit/fayyadPSU96/GuyonMV96,
  author       = {Isabelle Guyon and
                  Nada Matic and
                  Vladimir Vapnik},
  editor       = {Usama M. Fayyad and
                  Gregory Piatetsky{-}Shapiro and
                  Padhraic Smyth and
                  Ramasamy Uthurusamy},
  title        = {Discovering Informative Patterns and Data Cleaning},
  booktitle    = {Advances in Knowledge Discovery and Data Mining},
  pages        = {181--203},
  publisher    = {{AAAI/MIT} Press},
  year         = {1996},
  timestamp    = {Sat, 03 Aug 2019 19:21:51 +0200},
  biburl       = {https://dblp.org/rec/books/mit/fayyadPSU96/GuyonMV96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/SchenkelGH95,
  author       = {Markus Schenkel and
                  Isabelle Guyon and
                  Donnie Henderson},
  title        = {On-line cursive script recognition using time-delay neural networks
                  and hidden Markov models},
  journal      = {Mach. Vis. Appl.},
  volume       = {8},
  number       = {4},
  pages        = {215--223},
  year         = {1995},
  url          = {https://doi.org/10.1007/BF01219589},
  doi          = {10.1007/BF01219589},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mva/SchenkelGH95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/GuyonP95,
  author       = {Isabelle Guyon and
                  Fernando Pereira},
  title        = {Design of a linguistic postprocessor using variable memory length
                  Markov models},
  booktitle    = {Third International Conference on Document Analysis and Recognition,
                  {ICDAR} 1995, August 14 - 15, 1995, Montreal, Canada. Volume {I}},
  pages        = {454--457},
  publisher    = {{IEEE} Computer Society},
  year         = {1995},
  url          = {https://doi.org/10.1109/ICDAR.1995.599034},
  doi          = {10.1109/ICDAR.1995.599034},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdar/GuyonP95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WeissmanSGNH94,
  author       = {H. Weissman and
                  Markus Schenkel and
                  Isabelle Guyon and
                  C. Nohl and
                  Donnie Henderson},
  title        = {Recognition-based segmentation of on-line run-on handprinted words:
                  Input vs. output segmentation},
  journal      = {Pattern Recognit.},
  volume       = {27},
  number       = {3},
  pages        = {405--420},
  year         = {1994},
  url          = {https://doi.org/10.1016/0031-3203(94)90117-1},
  doi          = {10.1016/0031-3203(94)90117-1},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/WeissmanSGNH94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SchenkelGH94,
  author       = {Markus Schenkel and
                  Isabelle Guyon and
                  Don Henderson},
  title        = {On-line cursive script recognition using time delay neural networks
                  and hidden Markov models},
  booktitle    = {Proceedings of {ICASSP} '94: {IEEE} International Conference on Acoustics,
                  Speech and Signal Processing, Adelaide, South Australia, Australia,
                  April 19-22, 1994},
  pages        = {637--640},
  publisher    = {{IEEE} Computer Society},
  year         = {1994},
  url          = {https://doi.org/10.1109/ICASSP.1994.389575},
  doi          = {10.1109/ICASSP.1994.389575},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/SchenkelGH94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/GuyonSPLJ94,
  author       = {Isabelle Guyon and
                  Lambert Schomaker and
                  Rejean Plamondon and
                  Mark Liberman and
                  Stan Janet},
  title        = {{UNIPEN} project of on-line data exchange and recognizer benchmarks},
  booktitle    = {12th {IAPR} International Conference on Pattern Recognition, Conference
                  {B:} Patern Recognition and Neural Networks, {ICPR} 1994, Jerusalem,
                  Israel, 9-13 October, 1994, Volume 2},
  pages        = {29--33},
  publisher    = {{IEEE}},
  year         = {1994},
  url          = {https://doi.org/10.1109/ICPR.1994.576870},
  doi          = {10.1109/ICPR.1994.576870},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/GuyonSPLJ94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/BottouCDDGJLMSS94,
  author       = {L{\'{e}}on Bottou and
                  Corinna Cortes and
                  John S. Denker and
                  Harris Drucker and
                  Isabelle Guyon and
                  Larry D. Jackel and
                  Yann LeCun and
                  Urs A. M{\"{u}}ller and
                  Eduard S{\"{a}}ckinger and
                  Patrice Y. Simard and
                  Vladimir Vapnik},
  title        = {Comparison of classifier methods: a case study in handwritten digit
                  recognition},
  booktitle    = {12th {IAPR} International Conference on Pattern Recognition, Conference
                  {B:} Patern Recognition and Neural Networks, {ICPR} 1994, Jerusalem,
                  Israel, 9-13 October, 1994, Volume 2},
  pages        = {77--82},
  publisher    = {{IEEE}},
  year         = {1994},
  url          = {https://doi.org/10.1109/ICPR.1994.576879},
  doi          = {10.1109/ICPR.1994.576879},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/BottouCDDGJLMSS94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuyonMV94,
  author       = {Isabelle Guyon and
                  Nada Matic and
                  Vladimir Vapnik},
  editor       = {Usama M. Fayyad and
                  Ramasamy Uthurusamy},
  title        = {Discovering Informative Patterns and Data Cleaning},
  booktitle    = {Knowledge Discovery in Databases: Papers from the 1994 {AAAI} Workshop,
                  Seattle, Washington, USA, July 1994. Technical Report {WS-94-03}},
  pages        = {145--156},
  publisher    = {{AAAI} Press},
  year         = {1994},
  timestamp    = {Fri, 22 Jun 2018 07:33:24 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/GuyonMV94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/BromleyBBGLMSS93,
  author       = {Jane Bromley and
                  James W. Bentz and
                  L{\'{e}}on Bottou and
                  Isabelle Guyon and
                  Yann LeCun and
                  Cliff Moore and
                  Eduard S{\"{a}}ckinger and
                  Roopak Shah},
  title        = {Signature Verification Using {A} "Siamese" Time Delay Neural
                  Network},
  journal      = {Int. J. Pattern Recognit. Artif. Intell.},
  volume       = {7},
  number       = {4},
  pages        = {669--688},
  year         = {1993},
  url          = {https://doi.org/10.1142/S0218001493000339},
  doi          = {10.1142/S0218001493000339},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijprai/BromleyBBGLMSS93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/MaticGDV93,
  author       = {Nada Matic and
                  Isabelle Guyon and
                  John S. Denker and
                  Vladimir Vapnik},
  title        = {Writer-adaptation for on-line handwritten character recognition},
  booktitle    = {2nd International Conference Document Analysis and Recognition, {ICDAR}
                  '93, October 20-22, 1993, Tsukuba City, Japan},
  pages        = {187--191},
  publisher    = {{IEEE} Computer Society},
  year         = {1993},
  url          = {https://doi.org/10.1109/ICDAR.1993.395752},
  doi          = {10.1109/ICDAR.1993.395752},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdar/MaticGDV93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BromleyGLSS93,
  author       = {Jane Bromley and
                  Isabelle Guyon and
                  Yann LeCun and
                  Eduard S{\"{a}}ckinger and
                  Roopak Shah},
  editor       = {Jack D. Cowan and
                  Gerald Tesauro and
                  Joshua Alspector},
  title        = {Signature Verification Using a Siamese Time Delay Neural Network},
  booktitle    = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference,
                  Denver, Colorado, USA, 1993]},
  pages        = {737--744},
  publisher    = {Morgan Kaufmann},
  year         = {1993},
  url          = {http://papers.nips.cc/paper/769-signature-verification-using-a-siamese-time-delay-neural-network},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/BromleyGLSS93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BoserGV92,
  author       = {Bernhard E. Boser and
                  Isabelle Guyon and
                  Vladimir Vapnik},
  editor       = {David Haussler},
  title        = {A Training Algorithm for Optimal Margin Classifiers},
  booktitle    = {Proceedings of the Fifth Annual {ACM} Conference on Computational
                  Learning Theory, {COLT} 1992, Pittsburgh, PA, USA, July 27-29, 1992},
  pages        = {144--152},
  publisher    = {{ACM}},
  year         = {1992},
  url          = {https://doi.org/10.1145/130385.130401},
  doi          = {10.1145/130385.130401},
  timestamp    = {Wed, 28 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/colt/BoserGV92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MaticGBDV92,
  author       = {Nada Matic and
                  Isabelle Guyon and
                  L{\'{e}}on Bottou and
                  John S. Denker and
                  Vladimir Vapnik},
  title        = {Computer aided cleaning of large databases for character recognition},
  booktitle    = {11th {IAPR} International Conference on Pattern Recognition, {ICPR}
                  1992. Conference {B:} Pattern Recognition Methodology and Systems,
                  The Hague, Netherlands, August 30-September 3, 1992},
  pages        = {330--333},
  publisher    = {{IEEE}},
  year         = {1992},
  url          = {https://doi.org/10.1109/ICPR.1992.201784},
  doi          = {10.1109/ICPR.1992.201784},
  timestamp    = {Mon, 09 Aug 2021 14:54:01 +0200},
  biburl       = {https://dblp.org/rec/conf/icpr/MaticGBDV92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/GuyonVBBS92,
  author       = {Isabelle Guyon and
                  Vladimir Vapnik and
                  Bernhard E. Boser and
                  L{\'{e}}on Bottou and
                  Sara A. Solla},
  title        = {Capacity control in linear classifiers for pattern recognition},
  booktitle    = {11th {IAPR} International Conference on Pattern Recognition, {ICPR}
                  1992. Conference {B:} Pattern Recognition Methodology and Systems,
                  The Hague, Netherlands, August 30-September 3, 1992},
  pages        = {385--388},
  publisher    = {{IEEE}},
  year         = {1992},
  url          = {https://doi.org/10.1109/ICPR.1992.201798},
  doi          = {10.1109/ICPR.1992.201798},
  timestamp    = {Fri, 17 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/GuyonVBBS92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuyonBV92,
  author       = {Isabelle Guyon and
                  Bernhard E. Boser and
                  Vladimir Vapnik},
  editor       = {Stephen Jose Hanson and
                  Jack D. Cowan and
                  C. Lee Giles},
  title        = {Automatic Capacity Tuning of Very Large VC-Dimension Classifiers},
  booktitle    = {Advances in Neural Information Processing Systems 5, {[NIPS} Conference,
                  Denver, Colorado, USA, November 30 - December 3, 1992]},
  pages        = {147--155},
  publisher    = {Morgan Kaufmann},
  year         = {1992},
  url          = {http://papers.nips.cc/paper/653-automatic-capacity-tuning-of-very-large-vc-dimension-classifiers},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GuyonBV92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchenkelWGNH92,
  author       = {Markus Schenkel and
                  H. Weissman and
                  Isabelle Guyon and
                  C. Nohl and
                  Donnie Henderson},
  editor       = {Stephen Jose Hanson and
                  Jack D. Cowan and
                  C. Lee Giles},
  title        = {Recognition-Based Segmentation of On-Line Hand-Printed Words},
  booktitle    = {Advances in Neural Information Processing Systems 5, {[NIPS} Conference,
                  Denver, Colorado, USA, November 30 - December 3, 1992]},
  pages        = {723--730},
  publisher    = {Morgan Kaufmann},
  year         = {1992},
  url          = {http://papers.nips.cc/paper/607-recognition-based-segmentation-of-on-line-hand-printed-words},
  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SchenkelWGNH92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/Guyon91,
  author       = {Isabelle Guyon},
  title        = {Applications of Neural Networks to Character Recognition},
  journal      = {Int. J. Pattern Recognit. Artif. Intell.},
  volume       = {5},
  number       = {1-2},
  pages        = {353--382},
  year         = {1991},
  url          = {https://doi.org/10.1142/S021800149100020X},
  doi          = {10.1142/S021800149100020X},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijprai/Guyon91.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GuyonALDH91,
  author       = {Isabelle Guyon and
                  P. Albrecht and
                  Yann LeCun and
                  John S. Denker and
                  Wayne E. Hubbard},
  title        = {Design of a neural network character recognizer for a touch terminal},
  journal      = {Pattern Recognit.},
  volume       = {24},
  number       = {2},
  pages        = {105--119},
  year         = {1991},
  url          = {https://doi.org/10.1016/0031-3203(91)90081-F},
  doi          = {10.1016/0031-3203(91)90081-F},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/GuyonALDH91.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuyonVBBS91,
  author       = {Isabelle Guyon and
                  Vladimir Vapnik and
                  Bernhard E. Boser and
                  L{\'{e}}on Bottou and
                  Sara A. Solla},
  editor       = {John E. Moody and
                  Stephen Jose Hanson and
                  Richard Lippmann},
  title        = {Structural Risk Minimization for Character Recognition},
  booktitle    = {Advances in Neural Information Processing Systems 4, {[NIPS} Conference,
                  Denver, Colorado, USA, December 2-5, 1991]},
  pages        = {471--479},
  publisher    = {Morgan Kaufmann},
  year         = {1991},
  url          = {http://papers.nips.cc/paper/512-structural-risk-minimization-for-character-recognition},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GuyonVBBS91.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JackelBDGCGHHHS90,
  author       = {Lawrence D. Jackel and
                  Bernhard E. Boser and
                  John S. Denker and
                  Hans Peter Graf and
                  Yann LeCun and
                  Isabelle Guyon and
                  Donnie Henderson and
                  Richard E. Howard and
                  Wayne E. Hubbard and
                  Sara A. Solla},
  title        = {Hardware requirements for neural-net optical character recognition},
  booktitle    = {{IJCNN} 1990, International Joint Conference on Neural Networks, San
                  Diego, CA, USA, June 17-21, 1990},
  pages        = {855--861},
  publisher    = {{IEEE}},
  year         = {1990},
  url          = {https://doi.org/10.1109/IJCNN.1990.137801},
  doi          = {10.1109/IJCNN.1990.137801},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/JackelBDGCGHHHS90.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MilitoGS90,
  author       = {Rodolfo A. Milito and
                  Isabelle Guyon and
                  Sara A. Solla},
  editor       = {Richard Lippmann and
                  John E. Moody and
                  David S. Touretzky},
  title        = {Neural Network Implementation of Admission Control},
  booktitle    = {Advances in Neural Information Processing Systems 3, {[NIPS} Conference,
                  Denver, Colorado, USA, November 26-29, 1990]},
  pages        = {493--499},
  publisher    = {Morgan Kaufmann},
  year         = {1990},
  url          = {http://papers.nips.cc/paper/327-neural-network-implementation-of-admission-control},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/MilitoGS90.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cm/LeCunJBDGGHHH89,
  author       = {Yann LeCun and
                  Lawrence D. Jackel and
                  Bernhard E. Boser and
                  John S. Denker and
                  Hans Peter Graf and
                  Isabelle Guyon and
                  Don Henderson and
                  Richard E. Howard and
                  Wayne E. Hubbard},
  title        = {Handwritten digit recognition: applications of neural network chips
                  and automatic learning},
  journal      = {{IEEE} Commun. Mag.},
  volume       = {27},
  number       = {11},
  pages        = {41--46},
  year         = {1989},
  url          = {https://doi.org/10.1109/35.41400},
  doi          = {10.1109/35.41400},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cm/LeCunJBDGGHHH89.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nato/CunJBDGGHHH89,
  author       = {Yann LeCun and
                  Larry D. Jackel and
                  Bernhard E. Boser and
                  John S. Denker and
                  Hans Peter Graf and
                  Isabelle Guyon and
                  Donnie Henderson and
                  Richard E. Howard and
                  Wayne E. Hubbard},
  editor       = {Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
                  Jeanny H{\'{e}}rault},
  title        = {Handwritten Digit Recognition: Applications of Neural Net Chips and
                  Automatic Learning},
  booktitle    = {Neurocomputing - Algorithms, Architectures and Applications, Proceedings
                  of the {NATO} Advanced Research Workshop on Neurocomputing Algorithms,
                  Architectures and Applications, Les Arcs, France, February 27 - March
                  3, 1989},
  series       = {{NATO} {ASI} Series},
  volume       = {68},
  pages        = {303--318},
  publisher    = {Springer},
  year         = {1989},
  url          = {https://doi.org/10.1007/978-3-642-76153-9\_35},
  doi          = {10.1007/978-3-642-76153-9\_35},
  timestamp    = {Wed, 02 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nato/CunJBDGGHHH89.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/JackelGHDHG88,
  author       = {Lawrence D. Jackel and
                  Hans Peter Graf and
                  Wayne E. Hubbard and
                  John S. Denker and
                  Don Henderson and
                  Isabelle Guyon},
  title        = {An application of neural net chips: handwritten digit recognition},
  booktitle    = {Proceedings of International Conference on Neural Networks (ICNN'88),
                  San Diego, CA, USA, July 24-27, 1988},
  pages        = {107--115},
  publisher    = {{IEEE}},
  year         = {1988},
  url          = {https://doi.org/10.1109/ICNN.1988.23918},
  doi          = {10.1109/ICNN.1988.23918},
  timestamp    = {Thu, 15 Aug 2019 17:22:48 +0200},
  biburl       = {https://dblp.org/rec/conf/icnn/JackelGHDHG88.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DenkerGGHHHJBG88,
  author       = {John S. Denker and
                  W. R. Gardner and
                  Hans Peter Graf and
                  Donnie Henderson and
                  Richard E. Howard and
                  Wayne E. Hubbard and
                  Lawrence D. Jackel and
                  Henry S. Baird and
                  Isabelle Guyon},
  editor       = {David S. Touretzky},
  title        = {Neural Network Recognizer for Hand-Written Zip Code Digits},
  booktitle    = {Advances in Neural Information Processing Systems 1, {[NIPS} Conference,
                  Denver, Colorado, USA, 1988]},
  pages        = {323--331},
  publisher    = {Morgan Kaufmann},
  year         = {1988},
  url          = {http://papers.nips.cc/paper/107-neural-network-recognizer-for-hand-written-zip-code-digits},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/DenkerGGHHHJBG88.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DreyfusGNP87,
  author       = {G{\'{e}}rard Dreyfus and
                  Isabelle Guyon and
                  Jean{-}Pierre Nadal and
                  L{\'{e}}on Personnaz},
  editor       = {Dana Z. Anderson},
  title        = {High Order Neural Networks for Efficient Associative Memory Design},
  booktitle    = {Neural Information Processing Systems, Denver, Colorado, USA, 1987},
  pages        = {233--241},
  publisher    = {American Institue of Physics},
  year         = {1987},
  url          = {http://papers.nips.cc/paper/87-high-order-neural-networks-for-efficient-associative-memory-design},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/DreyfusGNP87.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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