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BibTeX records: Isabelle Guyon
@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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