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ORCIDBibTeX records: Sylvain Gelly
@inproceedings{DBLP:conf/cvpr/DjolongaYTRB0PM21,
author = {Josip Djolonga and
Jessica Yung and
Michael Tschannen and
Rob Romijnders and
Lucas Beyer and
Alexander Kolesnikov and
Joan Puigcerver and
Matthias Minderer and
Alexander D'Amour and
Dan Moldovan and
Sylvain Gelly and
Neil Houlsby and
Xiaohua Zhai and
Mario Lucic},
title = {On Robustness and Transferability of Convolutional Neural Networks},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {16458--16468},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Djolonga\_On\_Robustness\_and\_Transferability\_of\_Convolutional\_Neural\_Networks\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.01619},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DjolongaYTRB0PM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AndrychowiczRSO21,
author = {Marcin Andrychowicz and
Anton Raichuk and
Piotr Stanczyk and
Manu Orsini and
Sertan Girgin and
Rapha{\"{e}}l Marinier and
L{\'{e}}onard Hussenot and
Matthieu Geist and
Olivier Pietquin and
Marcin Michalski and
Sylvain Gelly and
Olivier Bachem},
title = {What Matters for On-Policy Deep Actor-Critic Methods? {A} Large-Scale
Study},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=nIAxjsniDzg},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AndrychowiczRSO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DosovitskiyB0WZ21,
author = {Alexey Dosovitskiy and
Lucas Beyer and
Alexander Kolesnikov and
Dirk Weissenborn and
Xiaohua Zhai and
Thomas Unterthiner and
Mostafa Dehghani and
Matthias Minderer and
Georg Heigold and
Sylvain Gelly and
Jakob Uszkoreit and
Neil Houlsby},
title = {An Image is Worth 16x16 Words: Transformers for Image Recognition
at Scale},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=YicbFdNTTy},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DosovitskiyB0WZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PuigcerverRMRPG21,
author = {Joan Puigcerver and
Carlos Riquelme Ruiz and
Basil Mustafa and
C{\'{e}}dric Renggli and
Andr{\'{e}} Susano Pinto and
Sylvain Gelly and
Daniel Keysers and
Neil Houlsby},
title = {Scalable Transfer Learning with Expert Models},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=23ZjUGpjcc},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PuigcerverRMRPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DumoulinHEZGGLL21,
author = {Vincent Dumoulin and
Neil Houlsby and
Utku Evci and
Xiaohua Zhai and
Ross Goroshin and
Sylvain Gelly and
Hugo Larochelle},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {A Unified Few-Shot Classification Benchmark to Compare Transfer and
Meta Learning Approaches},
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/28dd2c7955ce926456240b2ff0100bde-Abstract-round1.html},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DumoulinHEZGGLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02638,
author = {Vincent Dumoulin and
Neil Houlsby and
Utku Evci and
Xiaohua Zhai and
Ross Goroshin and
Sylvain Gelly and
Hugo Larochelle},
title = {Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot
Classification Benchmark},
journal = {CoRR},
volume = {abs/2104.02638},
year = {2021},
url = {https://arxiv.org/abs/2104.02638},
eprinttype = {arXiv},
eprint = {2104.02638},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-02638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-04191,
author = {Jessica Yung and
Rob Romijnders and
Alexander Kolesnikov and
Lucas Beyer and
Josip Djolonga and
Neil Houlsby and
Sylvain Gelly and
Mario Lucic and
Xiaohua Zhai},
title = {SI-Score: An image dataset for fine-grained analysis of robustness
to object location, rotation and size},
journal = {CoRR},
volume = {abs/2104.04191},
year = {2021},
url = {https://arxiv.org/abs/2104.04191},
eprinttype = {arXiv},
eprint = {2104.04191},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-04191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LocatelloBLRGSB20,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {A Sober Look at the Unsupervised Learning of Disentangled Representations
and their Evaluation},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {209:1--209:62},
year = {2020},
url = {http://jmlr.org/papers/v21/19-976.html},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/LocatelloBLRGSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SteenkisteKSG20,
author = {Sjoerd van Steenkiste and
Karol Kurach and
J{\"{u}}rgen Schmidhuber and
Sylvain Gelly},
title = {Investigating object compositionality in Generative Adversarial Networks},
journal = {Neural Networks},
volume = {130},
pages = {309--325},
year = {2020},
url = {https://doi.org/10.1016/j.neunet.2020.07.007},
doi = {10.1016/J.NEUNET.2020.07.007},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/SteenkisteKSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KurachRSZBERVMB20,
author = {Karol Kurach and
Anton Raichuk and
Piotr Stanczyk and
Michal Zajac and
Olivier Bachem and
Lasse Espeholt and
Carlos Riquelme and
Damien Vincent and
Marcin Michalski and
Olivier Bousquet and
Sylvain Gelly},
title = {Google Research Football: {A} Novel Reinforcement Learning Environment},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {4501--4510},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5878},
doi = {10.1609/AAAI.V34I04.5878},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KurachRSZBERVMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LocatelloBLRGSB20,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {A Commentary on the Unsupervised Learning of Disentangled Representations},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {13681--13684},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i09.7120},
doi = {10.1609/AAAI.V34I09.7120},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LocatelloBLRGSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DjolongaLCBBG20,
author = {Josip Djolonga and
Mario Lucic and
Marco Cuturi and
Olivier Bachem and
Olivier Bousquet and
Sylvain Gelly},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Precision-Recall Curves Using Information Divergence Frontiers},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {2550--2559},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/djolonga20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DjolongaLCBBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TschannenDRMHGL20,
author = {Michael Tschannen and
Josip Djolonga and
Marvin Ritter and
Aravindh Mahendran and
Neil Houlsby and
Sylvain Gelly and
Mario Lucic},
title = {Self-Supervised Learning of Video-Induced Visual Invariances},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {13803--13812},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Tschannen\_Self-Supervised\_Learning\_of\_Video-Induced\_Visual\_Invariances\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.01382},
timestamp = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/TschannenDRMHGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/KolesnikovBZPYG20,
author = {Alexander Kolesnikov and
Lucas Beyer and
Xiaohua Zhai and
Joan Puigcerver and
Jessica Yung and
Sylvain Gelly and
Neil Houlsby},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {Big Transfer (BiT): General Visual Representation Learning},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12350},
pages = {491--507},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58558-7\_29},
doi = {10.1007/978-3-030-58558-7\_29},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/KolesnikovBZPYG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TschannenDRGL20,
author = {Michael Tschannen and
Josip Djolonga and
Paul K. Rubenstein and
Sylvain Gelly and
Mario Lucic},
title = {On Mutual Information Maximization for Representation Learning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rkxoh24FPH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TschannenDRGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaennelATBBGK20,
author = {Hartmut Maennel and
Ibrahim M. Alabdulmohsin and
Ilya O. Tolstikhin and
Robert J. N. Baldock and
Olivier Bousquet and
Sylvain Gelly and
Daniel Keysers},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {What Do Neural Networks Learn When Trained With Random Labels?},
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/e4191d610537305de1d294adb121b513-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MaennelATBBGK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08049,
author = {Nicolas Brosse and
Carlos Riquelme and
Alice Martin and
Sylvain Gelly and
Eric Moulines},
title = {On Last-Layer Algorithms for Classification: Decoupling Representation
from Uncertainty Estimation},
journal = {CoRR},
volume = {abs/2001.08049},
year = {2020},
url = {https://arxiv.org/abs/2001.08049},
eprinttype = {arXiv},
eprint = {2001.08049},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11448,
author = {Thomas Unterthiner and
Daniel Keysers and
Sylvain Gelly and
Olivier Bousquet and
Ilya O. Tolstikhin},
title = {Predicting Neural Network Accuracy from Weights},
journal = {CoRR},
volume = {abs/2002.11448},
year = {2020},
url = {https://arxiv.org/abs/2002.11448},
eprinttype = {arXiv},
eprint = {2002.11448},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05990,
author = {Marcin Andrychowicz and
Anton Raichuk and
Piotr Stanczyk and
Manu Orsini and
Sertan Girgin and
Rapha{\"{e}}l Marinier and
L{\'{e}}onard Hussenot and
Matthieu Geist and
Olivier Pietquin and
Marcin Michalski and
Sylvain Gelly and
Olivier Bachem},
title = {What Matters In On-Policy Reinforcement Learning? {A} Large-Scale
Empirical Study},
journal = {CoRR},
volume = {abs/2006.05990},
year = {2020},
url = {https://arxiv.org/abs/2006.05990},
eprinttype = {arXiv},
eprint = {2006.05990},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10455,
author = {Hartmut Maennel and
Ibrahim M. Alabdulmohsin and
Ilya O. Tolstikhin and
Robert J. N. Baldock and
Olivier Bousquet and
Sylvain Gelly and
Daniel Keysers},
title = {What Do Neural Networks Learn When Trained With Random Labels?},
journal = {CoRR},
volume = {abs/2006.10455},
year = {2020},
url = {https://arxiv.org/abs/2006.10455},
eprinttype = {arXiv},
eprint = {2006.10455},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08558,
author = {Josip Djolonga and
Jessica Yung and
Michael Tschannen and
Rob Romijnders and
Lucas Beyer and
Alexander Kolesnikov and
Joan Puigcerver and
Matthias Minderer and
Alexander D'Amour and
Dan Moldovan and
Sylvain Gelly and
Neil Houlsby and
Xiaohua Zhai and
Mario Lucic},
title = {On Robustness and Transferability of Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/2007.08558},
year = {2020},
url = {https://arxiv.org/abs/2007.08558},
eprinttype = {arXiv},
eprint = {2007.08558},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08558.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-14184,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {A Commentary on the Unsupervised Learning of Disentangled Representations},
journal = {CoRR},
volume = {abs/2007.14184},
year = {2020},
url = {https://arxiv.org/abs/2007.14184},
eprinttype = {arXiv},
eprint = {2007.14184},
timestamp = {Mon, 03 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-14184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-13239,
author = {Joan Puigcerver and
Carlos Riquelme and
Basil Mustafa and
C{\'{e}}dric Renggli and
Andr{\'{e}} Susano Pinto and
Sylvain Gelly and
Daniel Keysers and
Neil Houlsby},
title = {Scalable Transfer Learning with Expert Models},
journal = {CoRR},
volume = {abs/2009.13239},
year = {2020},
url = {https://arxiv.org/abs/2009.13239},
eprinttype = {arXiv},
eprint = {2009.13239},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-13239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11929,
author = {Alexey Dosovitskiy and
Lucas Beyer and
Alexander Kolesnikov and
Dirk Weissenborn and
Xiaohua Zhai and
Thomas Unterthiner and
Mostafa Dehghani and
Matthias Minderer and
Georg Heigold and
Sylvain Gelly and
Jakob Uszkoreit and
Neil Houlsby},
title = {An Image is Worth 16x16 Words: Transformers for Image Recognition
at Scale},
journal = {CoRR},
volume = {abs/2010.11929},
year = {2020},
url = {https://arxiv.org/abs/2010.11929},
eprinttype = {arXiv},
eprint = {2010.11929},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-14766,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {A Sober Look at the Unsupervised Learning of Disentangled Representations
and their Evaluation},
journal = {CoRR},
volume = {abs/2010.14766},
year = {2020},
url = {https://arxiv.org/abs/2010.14766},
eprinttype = {arXiv},
eprint = {2010.14766},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-14766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GopfertBBGTU19,
author = {Christina G{\"{o}}pfert and
Shai Ben{-}David and
Olivier Bousquet and
Sylvain Gelly and
Ilya O. Tolstikhin and
Ruth Urner},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {When can unlabeled data improve the learning rate?},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {1500--1518},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/gopfert19a.html},
timestamp = {Mon, 08 Jul 2019 16:13:41 +0200},
biburl = {https://dblp.org/rec/conf/colt/GopfertBBGTU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenLHG19,
author = {Ting Chen and
Mario Lucic and
Neil Houlsby and
Sylvain Gelly},
title = {On Self Modulation for Generative Adversarial Networks},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Hkl5aoR5tm},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenLHG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LocatelloBLRGSB19,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {Challenging Common Assumptions in the Unsupervised Learning of Disentangled
Representations},
booktitle = {Reproducibility in Machine Learning, {ICLR} 2019 Workshop, New Orleans,
Louisiana, United States, May 6, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Byg6VhUp8V},
timestamp = {Thu, 25 Jul 2019 16:26:31 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LocatelloBLRGSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SavinovRVMPLG19,
author = {Nikolay Savinov and
Anton Raichuk and
Damien Vincent and
Rapha{\"{e}}l Marinier and
Marc Pollefeys and
Timothy P. Lillicrap and
Sylvain Gelly},
title = {Episodic Curiosity through Reachability},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=SkeK3s0qKQ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SavinovRVMPLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/UnterthinerSKMM19,
author = {Thomas Unterthiner and
Sjoerd van Steenkiste and
Karol Kurach and
Rapha{\"{e}}l Marinier and
Marcin Michalski and
Sylvain Gelly},
title = {{FVD:} {A} new Metric for Video Generation},
booktitle = {Deep Generative Models for Highly Structured Data, {ICLR} 2019 Workshop,
New Orleans, Louisiana, United States, May 6, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=rylgEULtdN},
timestamp = {Thu, 25 Jul 2019 16:26:32 +0200},
biburl = {https://dblp.org/rec/conf/iclr/UnterthinerSKMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaneaGBS19,
author = {Octavian Ganea and
Sylvain Gelly and
Gary B{\'{e}}cigneul and
Aliaksei Severyn},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise
Non-linearities},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {2073--2082},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/ganea19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/GaneaGBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoulsbyGJMLGAG19,
author = {Neil Houlsby and
Andrei Giurgiu and
Stanislaw Jastrzebski and
Bruna Morrone and
Quentin de Laroussilhe and
Andrea Gesmundo and
Mona Attariyan and
Sylvain Gelly},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Parameter-Efficient Transfer Learning for {NLP}},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {2790--2799},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/houlsby19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HoulsbyGJMLGAG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KurachLZMG19,
author = {Karol Kurach and
Mario Lucic and
Xiaohua Zhai and
Marcin Michalski and
Sylvain Gelly},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {A Large-Scale Study on Regularization and Normalization in GANs},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3581--3590},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/kurach19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KurachLZMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LocatelloBLRGSB19,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Challenging Common Assumptions in the Unsupervised Learning of Disentangled
Representations},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {4114--4124},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/locatello19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LocatelloBLRGSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LucicTRZBG19,
author = {Mario Lucic and
Michael Tschannen and
Marvin Ritter and
Xiaohua Zhai and
Olivier Bachem and
Sylvain Gelly},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {High-Fidelity Image Generation With Fewer Labels},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {4183--4192},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/lucic19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LucicTRZBG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RiquelmePVMGMBN19,
author = {Carlos Riquelme and
Hugo Penedones and
Damien Vincent and
Hartmut Maennel and
Sylvain Gelly and
Timothy A. Mann and
Andr{\'{e}} Barreto and
Gergely Neu},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State
Uncertainty Estimates},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11872--11882},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/816a6db41f0e44644bc65808b6db5ca4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RiquelmePVMGMBN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00751,
author = {Neil Houlsby and
Andrei Giurgiu and
Stanislaw Jastrzebski and
Bruna Morrone and
Quentin de Laroussilhe and
Andrea Gesmundo and
Mona Attariyan and
Sylvain Gelly},
title = {Parameter-Efficient Transfer Learning for {NLP}},
journal = {CoRR},
volume = {abs/1902.00751},
year = {2019},
url = {http://arxiv.org/abs/1902.00751},
eprinttype = {arXiv},
eprint = {1902.00751},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08077,
author = {Octavian{-}Eugen Ganea and
Sylvain Gelly and
Gary B{\'{e}}cigneul and
Aliaksei Severyn},
title = {Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise
Non-linearities},
journal = {CoRR},
volume = {abs/1902.08077},
year = {2019},
url = {http://arxiv.org/abs/1902.08077},
eprinttype = {arXiv},
eprint = {1902.08077},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-02271,
author = {Mario Lucic and
Michael Tschannen and
Marvin Ritter and
Xiaohua Zhai and
Olivier Bachem and
Sylvain Gelly},
title = {High-Fidelity Image Generation With Fewer Labels},
journal = {CoRR},
volume = {abs/1903.02271},
year = {2019},
url = {http://arxiv.org/abs/1903.02271},
eprinttype = {arXiv},
eprint = {1903.02271},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-02271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10768,
author = {Josip Djolonga and
Mario Lucic and
Marco Cuturi and
Olivier Bachem and
Olivier Bousquet and
Sylvain Gelly},
title = {Evaluating Generative Models Using Divergence Frontiers},
journal = {CoRR},
volume = {abs/1905.10768},
year = {2019},
url = {http://arxiv.org/abs/1905.10768},
eprinttype = {arXiv},
eprint = {1905.10768},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11866,
author = {Christina G{\"{o}}pfert and
Shai Ben{-}David and
Olivier Bousquet and
Sylvain Gelly and
Ilya O. Tolstikhin and
Ruth Urner},
title = {When can unlabeled data improve the learning rate?},
journal = {CoRR},
volume = {abs/1905.11866},
year = {2019},
url = {http://arxiv.org/abs/1905.11866},
eprinttype = {arXiv},
eprint = {1905.11866},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07987,
author = {Hugo Penedones and
Carlos Riquelme and
Damien Vincent and
Hartmut Maennel and
Timothy A. Mann and
Andr{\'{e}} Barreto and
Sylvain Gelly and
Gergely Neu},
title = {Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State
Uncertainty Estimates},
journal = {CoRR},
volume = {abs/1906.07987},
year = {2019},
url = {http://arxiv.org/abs/1906.07987},
eprinttype = {arXiv},
eprint = {1906.07987},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-07987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00868,
author = {Lucas Beyer and
Damien Vincent and
Olivier Teboul and
Sylvain Gelly and
Matthieu Geist and
Olivier Pietquin},
title = {{MULEX:} Disentangling Exploitation from Exploration in Deep {RL}},
journal = {CoRR},
volume = {abs/1907.00868},
year = {2019},
url = {http://arxiv.org/abs/1907.00868},
eprinttype = {arXiv},
eprint = {1907.00868},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00868.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-11180,
author = {Karol Kurach and
Anton Raichuk and
Piotr Stanczyk and
Michal Zajac and
Olivier Bachem and
Lasse Espeholt and
Carlos Riquelme and
Damien Vincent and
Marcin Michalski and
Olivier Bousquet and
Sylvain Gelly},
title = {Google Research Football: {A} Novel Reinforcement Learning Environment},
journal = {CoRR},
volume = {abs/1907.11180},
year = {2019},
url = {http://arxiv.org/abs/1907.11180},
eprinttype = {arXiv},
eprint = {1907.11180},
timestamp = {Fri, 23 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-11180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-13625,
author = {Michael Tschannen and
Josip Djolonga and
Paul K. Rubenstein and
Sylvain Gelly and
Mario Lucic},
title = {On Mutual Information Maximization for Representation Learning},
journal = {CoRR},
volume = {abs/1907.13625},
year = {2019},
url = {http://arxiv.org/abs/1907.13625},
eprinttype = {arXiv},
eprint = {1907.13625},
timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-13625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04867,
author = {Xiaohua Zhai and
Joan Puigcerver and
Alexander Kolesnikov and
Pierre Ruyssen and
Carlos Riquelme and
Mario Lucic and
Josip Djolonga and
Andr{\'{e}} Susano Pinto and
Maxim Neumann and
Alexey Dosovitskiy and
Lucas Beyer and
Olivier Bachem and
Michael Tschannen and
Marcin Michalski and
Olivier Bousquet and
Sylvain Gelly and
Neil Houlsby},
title = {The Visual Task Adaptation Benchmark},
journal = {CoRR},
volume = {abs/1910.04867},
year = {2019},
url = {http://arxiv.org/abs/1910.04867},
eprinttype = {arXiv},
eprint = {1910.04867},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11357,
author = {Samaneh Azadi and
Michael Tschannen and
Eric Tzeng and
Sylvain Gelly and
Trevor Darrell and
Mario Lucic},
title = {Semantic Bottleneck Scene Generation},
journal = {CoRR},
volume = {abs/1911.11357},
year = {2019},
url = {http://arxiv.org/abs/1911.11357},
eprinttype = {arXiv},
eprint = {1911.11357},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02783,
author = {Michael Tschannen and
Josip Djolonga and
Marvin Ritter and
Aravindh Mahendran and
Neil Houlsby and
Sylvain Gelly and
Mario Lucic},
title = {Self-Supervised Learning of Video-Induced Visual Invariances},
journal = {CoRR},
volume = {abs/1912.02783},
year = {2019},
url = {http://arxiv.org/abs/1912.02783},
eprinttype = {arXiv},
eprint = {1912.02783},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-11370,
author = {Alexander Kolesnikov and
Lucas Beyer and
Xiaohua Zhai and
Joan Puigcerver and
Jessica Yung and
Sylvain Gelly and
Neil Houlsby},
title = {Large Scale Learning of General Visual Representations for Transfer},
journal = {CoRR},
volume = {abs/1912.11370},
year = {2019},
url = {http://arxiv.org/abs/1912.11370},
eprinttype = {arXiv},
eprint = {1912.11370},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-11370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LocatelloVTRGS18,
author = {Francesco Locatello and
Damien Vincent and
Ilya O. Tolstikhin and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf},
title = {Clustering Meets Implicit Generative Models},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=rk4QYDkwz},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LocatelloVTRGS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TolstikhinBGS18,
author = {Ilya O. Tolstikhin and
Olivier Bousquet and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf},
title = {Wasserstein Auto-Encoders},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=HkL7n1-0b},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TolstikhinBGS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LucicKMGB18,
author = {Mario Lucic and
Karol Kurach and
Marcin Michalski and
Sylvain Gelly and
Olivier Bousquet},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Are GANs Created Equal? {A} Large-Scale Study},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {698--707},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/e46de7e1bcaaced9a54f1e9d0d2f800d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LucicKMGB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SajjadiBLBG18,
author = {Mehdi S. M. Sajjadi and
Olivier Bachem and
Mario Lucic and
Olivier Bousquet and
Sylvain Gelly},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Assessing Generative Models via Precision and Recall},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5234--5243},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/f7696a9b362ac5a51c3dc8f098b73923-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SajjadiBLBG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-08367,
author = {Hartmut Maennel and
Olivier Bousquet and
Sylvain Gelly},
title = {Gradient Descent Quantizes ReLU Network Features},
journal = {CoRR},
volume = {abs/1803.08367},
year = {2018},
url = {http://arxiv.org/abs/1803.08367},
eprinttype = {arXiv},
eprint = {1803.08367},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-08367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-11203,
author = {Sylvain Gelly and
Karol Kurach and
Marcin Michalski and
Xiaohua Zhai},
title = {MemGEN: Memory is All You Need},
journal = {CoRR},
volume = {abs/1803.11203},
year = {2018},
url = {http://arxiv.org/abs/1803.11203},
eprinttype = {arXiv},
eprint = {1803.11203},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-11203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-11130,
author = {Francesco Locatello and
Damien Vincent and
Ilya O. Tolstikhin and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf},
title = {Clustering Meets Implicit Generative Models},
journal = {CoRR},
volume = {abs/1804.11130},
year = {2018},
url = {http://arxiv.org/abs/1804.11130},
eprinttype = {arXiv},
eprint = {1804.11130},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-11130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00035,
author = {Mehdi S. M. Sajjadi and
Olivier Bachem and
Mario Lucic and
Olivier Bousquet and
Sylvain Gelly},
title = {Assessing Generative Models via Precision and Recall},
journal = {CoRR},
volume = {abs/1806.00035},
year = {2018},
url = {http://arxiv.org/abs/1806.00035},
eprinttype = {arXiv},
eprint = {1806.00035},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04936,
author = {Stanislau Semeniuta and
Aliaksei Severyn and
Sylvain Gelly},
title = {On Accurate Evaluation of GANs for Language Generation},
journal = {CoRR},
volume = {abs/1806.04936},
year = {2018},
url = {http://arxiv.org/abs/1806.04936},
eprinttype = {arXiv},
eprint = {1806.04936},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03064,
author = {Hugo Penedones and
Damien Vincent and
Hartmut Maennel and
Sylvain Gelly and
Timothy A. Mann and
Andr{\'{e}} Barreto},
title = {Temporal Difference Learning with Neural Networks - Study of the Leakage
Propagation Problem},
journal = {CoRR},
volume = {abs/1807.03064},
year = {2018},
url = {http://arxiv.org/abs/1807.03064},
eprinttype = {arXiv},
eprint = {1807.03064},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-04720,
author = {Karol Kurach and
Mario Lucic and
Xiaohua Zhai and
Marcin Michalski and
Sylvain Gelly},
title = {The {GAN} Landscape: Losses, Architectures, Regularization, and Normalization},
journal = {CoRR},
volume = {abs/1807.04720},
year = {2018},
url = {http://arxiv.org/abs/1807.04720},
eprinttype = {arXiv},
eprint = {1807.04720},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-04720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01365,
author = {Ting Chen and
Mario Lucic and
Neil Houlsby and
Sylvain Gelly},
title = {On Self Modulation for Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1810.01365},
year = {2018},
url = {http://arxiv.org/abs/1810.01365},
eprinttype = {arXiv},
eprint = {1810.01365},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-01365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-02274,
author = {Nikolay Savinov and
Anton Raichuk and
Rapha{\"{e}}l Marinier and
Damien Vincent and
Marc Pollefeys and
Timothy P. Lillicrap and
Sylvain Gelly},
title = {Episodic Curiosity through Reachability},
journal = {CoRR},
volume = {abs/1810.02274},
year = {2018},
url = {http://arxiv.org/abs/1810.02274},
eprinttype = {arXiv},
eprint = {1810.02274},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10340,
author = {Sjoerd van Steenkiste and
Karol Kurach and
Sylvain Gelly},
title = {A Case for Object Compositionality in Deep Generative Models of Images},
journal = {CoRR},
volume = {abs/1810.10340},
year = {2018},
url = {http://arxiv.org/abs/1810.10340},
eprinttype = {arXiv},
eprint = {1810.10340},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12359,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {Challenging Common Assumptions in the Unsupervised Learning of Disentangled
Representations},
journal = {CoRR},
volume = {abs/1811.12359},
year = {2018},
url = {http://arxiv.org/abs/1811.12359},
eprinttype = {arXiv},
eprint = {1811.12359},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01717,
author = {Thomas Unterthiner and
Sjoerd van Steenkiste and
Karol Kurach and
Rapha{\"{e}}l Marinier and
Marcin Michalski and
Sylvain Gelly},
title = {Towards Accurate Generative Models of Video: {A} New Metric {\&}
Challenges},
journal = {CoRR},
volume = {abs/1812.01717},
year = {2018},
url = {http://arxiv.org/abs/1812.01717},
eprinttype = {arXiv},
eprint = {1812.01717},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TolstikhinGBSS17,
author = {Ilya O. Tolstikhin and
Sylvain Gelly and
Olivier Bousquet and
Carl{-}Johann Simon{-}Gabriel and
Bernhard Sch{\"{o}}lkopf},
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 = {AdaGAN: Boosting Generative Models},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {5424--5433},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/d0010a6f34908640a4a6da2389772a78-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/TolstikhinGBSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TolstikhinGBSS17,
author = {Ilya O. Tolstikhin and
Sylvain Gelly and
Olivier Bousquet and
Carl{-}Johann Simon{-}Gabriel and
Bernhard Sch{\"{o}}lkopf},
title = {AdaGAN: Boosting Generative Models},
journal = {CoRR},
volume = {abs/1701.02386},
year = {2017},
url = {http://arxiv.org/abs/1701.02386},
eprinttype = {arXiv},
eprint = {1701.02386},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TolstikhinGBSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KurachGJHTVB17,
author = {Karol Kurach and
Sylvain Gelly and
Michal Jastrzebski and
Philip H{\"{a}}usser and
Olivier Teytaud and
Damien Vincent and
Olivier Bousquet},
title = {Better Text Understanding Through Image-To-Text Transfer},
journal = {CoRR},
volume = {abs/1705.08386},
year = {2017},
url = {http://arxiv.org/abs/1705.08386},
eprinttype = {arXiv},
eprint = {1705.08386},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KurachGJHTVB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BousquetGKSSTV17,
author = {Olivier Bousquet and
Sylvain Gelly and
Karol Kurach and
Marc Schoenauer and
Mich{\`{e}}le Sebag and
Olivier Teytaud and
Damien Vincent},
title = {Toward Optimal Run Racing: Application to Deep Learning Calibration},
journal = {CoRR},
volume = {abs/1706.03199},
year = {2017},
url = {http://arxiv.org/abs/1706.03199},
eprinttype = {arXiv},
eprint = {1706.03199},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BousquetGKSSTV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BousquetGKTV17,
author = {Olivier Bousquet and
Sylvain Gelly and
Karol Kurach and
Olivier Teytaud and
Damien Vincent},
title = {Critical Hyper-Parameters: No Random, No Cry},
journal = {CoRR},
volume = {abs/1706.03200},
year = {2017},
url = {http://arxiv.org/abs/1706.03200},
eprinttype = {arXiv},
eprint = {1706.03200},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BousquetGKTV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-01558,
author = {Ilya O. Tolstikhin and
Olivier Bousquet and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf},
title = {Wasserstein Auto-Encoders},
journal = {CoRR},
volume = {abs/1711.01558},
year = {2017},
url = {http://arxiv.org/abs/1711.01558},
eprinttype = {arXiv},
eprint = {1711.01558},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-01558.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-10337,
author = {Mario Lucic and
Karol Kurach and
Marcin Michalski and
Sylvain Gelly and
Olivier Bousquet},
title = {Are GANs Created Equal? {A} Large-Scale Study},
journal = {CoRR},
volume = {abs/1711.10337},
year = {2017},
url = {http://arxiv.org/abs/1711.10337},
eprinttype = {arXiv},
eprint = {1711.10337},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-10337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/GellyKSSSST12,
author = {Sylvain Gelly and
Levente Kocsis and
Marc Schoenauer and
Mich{\`{e}}le Sebag and
David Silver and
Csaba Szepesv{\'{a}}ri and
Olivier Teytaud},
title = {The grand challenge of computer Go: Monte Carlo tree search and extensions},
journal = {Commun. {ACM}},
volume = {55},
number = {3},
pages = {106--113},
year = {2012},
url = {https://doi.org/10.1145/2093548.2093574},
doi = {10.1145/2093548.2093574},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/GellyKSSSST12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/GellyS11,
author = {Sylvain Gelly and
David Silver},
title = {Monte-Carlo tree search and rapid action value estimation in computer
Go},
journal = {Artif. Intell.},
volume = {175},
number = {11},
pages = {1856--1875},
year = {2011},
url = {https://doi.org/10.1016/j.artint.2011.03.007},
doi = {10.1016/J.ARTINT.2011.03.007},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/GellyS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ria/ChaslotCFGHPRT09,
author = {Guillaume Chaslot and
L. Chatriot and
Christophe Fiter and
Sylvain Gelly and
Jean{-}Baptiste Hoock and
Julien Perez and
Arpad Rimmel and
Olivier Teytaud},
title = {Combiner connaissances expertes, hors-ligne, transientes et en ligne
pour l'exploration Monte-Carlo. Apprentissage et {MC}},
journal = {Rev. d'Intelligence Artif.},
volume = {23},
number = {2-3},
pages = {203--220},
year = {2009},
url = {https://doi.org/10.3166/ria.23.203-220},
doi = {10.3166/RIA.23.203-220},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ria/ChaslotCFGHPRT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurogp/AmilBGGST09,
author = {Nur Merve Amil and
Nicolas Bred{\`{e}}che and
Christian Gagn{\'{e}} and
Sylvain Gelly and
Marc Schoenauer and
Olivier Teytaud},
editor = {Leonardo Vanneschi and
Steven M. Gustafson and
Alberto Moraglio and
Ivanoe De Falco and
Marc Ebner},
title = {A Statistical Learning Perspective of Genetic Programming},
booktitle = {Genetic Programming, 12th European Conference, EuroGP 2009, T{\"{u}}bingen,
Germany, April 15-17, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5481},
pages = {327--338},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01181-8\_28},
doi = {10.1007/978-3-642-01181-8\_28},
timestamp = {Mon, 05 Feb 2024 20:31:28 +0100},
biburl = {https://dblp.org/rec/conf/eurogp/AmilBGGST09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GellyS08,
author = {Sylvain Gelly and
David Silver},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Achieving Master Level Play in 9 x 9 Computer Go},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {1537--1540},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-257.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GellyS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icinco/GellyHRTK08,
author = {Sylvain Gelly and
Jean{-}Baptiste Hoock and
Arpad Rimmel and
Olivier Teytaud and
Y. Kalemkarian},
editor = {Joaquim Filipe and
Juan Andrade{-}Cetto and
Jean{-}Louis Ferrier},
title = {The Parallelization of Monte-Carlo Planning - Parallelization of MC-Planning},
booktitle = {{ICINCO} 2008, Proceedings of the Fifth International Conference on
Informatics in Control, Automation and Robotics, Intelligent Control
Systems and Optimization, Funchal, Madeira, Portugal, May 11-15, 2008},
pages = {244--249},
publisher = {{INSTICC} Press},
year = {2008},
timestamp = {Mon, 07 Sep 2009 10:36:06 +0200},
biburl = {https://dblp.org/rec/conf/icinco/GellyHRTK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/GellyRT07,
author = {Sylvain Gelly and
Sylvie Ruette and
Olivier Teytaud},
title = {Comparison-Based Algorithms Are Robust and Randomized Algorithms Are
Anytime},
journal = {Evol. Comput.},
volume = {15},
number = {4},
pages = {411--434},
year = {2007},
url = {https://doi.org/10.1162/evco.2007.15.4.411},
doi = {10.1162/EVCO.2007.15.4.411},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/GellyRT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/WangG07,
author = {Yizao Wang and
Sylvain Gelly},
title = {Modifications of {UCT} and sequence-like simulations for Monte-Carlo
Go},
booktitle = {Proceedings of the 2007 {IEEE} Symposium on Computational Intelligence
and Games, {CIG} 2007, Honolulu, Hawaii, USA, 1-5 April, 2007},
pages = {175--182},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/CIG.2007.368095},
doi = {10.1109/CIG.2007.368095},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/cig/WangG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/TeytaudG07,
author = {Olivier Teytaud and
Sylvain Gelly},
editor = {Hod Lipson},
title = {{DCMA:} yet another derandomization in covariance-matrix-adaptation},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2007, Proceedings,
London, England, UK, July 7-11, 2007},
pages = {955--963},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1276958.1277150},
doi = {10.1145/1276958.1277150},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/TeytaudG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icinco/TeytaudG07,
author = {Olivier Teytaud and
Sylvain Gelly},
editor = {Janan Zaytoon and
Jean{-}Louis Ferrier and
Juan Andrade{-}Cetto and
Joaquim Filipe},
title = {Nonlinear programming in approximate dynamic programming - bang-bang
solutions, stock-management and unsmooth penalties},
booktitle = {{ICINCO} 2007, Proceedings of the Fourth International Conference
on Informatics in Control, Automation and Robotics, Intelligent Control
Systems and Optimization, Angers, France, May 9-12, 2007},
pages = {47--54},
publisher = {{INSTICC} Press},
year = {2007},
timestamp = {Mon, 15 Jun 2015 19:00:08 +0200},
biburl = {https://dblp.org/rec/conf/icinco/TeytaudG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icinco/TeytaudGM07,
author = {Olivier Teytaud and
Sylvain Gelly and
J{\'{e}}r{\'{e}}mie Mary},
editor = {Janan Zaytoon and
Jean{-}Louis Ferrier and
Juan Andrade{-}Cetto and
Joaquim Filipe},
title = {Active learning in regression, with application to stochastic dynamic
programming},
booktitle = {{ICINCO} 2007, Proceedings of the Fourth International Conference
on Informatics in Control, Automation and Robotics, Intelligent Control
Systems and Optimization, Angers, France, May 9-12, 2007},
pages = {198--205},
publisher = {{INSTICC} Press},
year = {2007},
timestamp = {Wed, 11 Jul 2007 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icinco/TeytaudGM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GellyS07,
author = {Sylvain Gelly and
David Silver},
editor = {Zoubin Ghahramani},
title = {Combining online and offline knowledge in {UCT}},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {273--280},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273531},
doi = {10.1145/1273496.1273531},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GellyS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ria/GellyT06,
author = {Sylvain Gelly and
Olivier Teytaud},
title = {Bayesian Networks: a Non-Frequentist Approach for Parametrization,
and a more Accurate Structural Complexity Measure Bayesian Networks
Learning},
journal = {Rev. d'Intelligence Artif.},
volume = {20},
number = {6},
pages = {717--755},
year = {2006},
url = {https://doi.org/10.3166/ria.20.717-755},
doi = {10.3166/RIA.20.717-755},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ria/GellyT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ria/GellyTBS06,
author = {Sylvain Gelly and
Olivier Teytaud and
Nicolas Bred{\`{e}}che and
Marc Schoenauer},
title = {Universal Consistency and Bloat in {GP} Some theoretical considerations
about Genetic Programming from a Statistical Learning Theory viewpoint},
journal = {Rev. d'Intelligence Artif.},
volume = {20},
number = {6},
pages = {805--827},
year = {2006},
url = {https://doi.org/10.3166/ria.20.805-827},
doi = {10.3166/RIA.20.805-827},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ria/GellyTBS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/GellyTG06,
author = {Sylvain Gelly and
Olivier Teytaud and
Christian Gagn{\'{e}}},
title = {Resource-Aware Parameterizations of {EDA}},
booktitle = {{IEEE} International Conference on Evolutionary Computation, {CEC}
2006, part of {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {2506--2512},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/CEC.2006.1688620},
doi = {10.1109/CEC.2006.1688620},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/GellyTG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GellyMT06,
author = {Sylvain Gelly and
J{\'{e}}r{\'{e}}mie Mary and
Olivier Teytaud},
title = {Learning for stochastic dynamic programming},
booktitle = {14th European Symposium on Artificial Neural Networks, {ESANN} 2006,
Bruges, Belgium, April 26-28, 2006, Proceedings},
pages = {191--196},
year = {2006},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2006-107.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GellyMT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/TeytaudG06,
author = {Olivier Teytaud and
Sylvain Gelly},
editor = {Thomas Philip Runarsson and
Hans{-}Georg Beyer and
Edmund K. Burke and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
L. Darrell Whitley and
Xin Yao},
title = {General Lower Bounds for Evolutionary Algorithms},
booktitle = {Parallel Problem Solving from Nature - {PPSN} IX, 9th International
Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings},
series = {Lecture Notes in Computer Science},
volume = {4193},
pages = {21--31},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11844297\_3},
doi = {10.1007/11844297\_3},
timestamp = {Sun, 25 Jul 2021 11:46:24 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/TeytaudG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/TeytaudGM06,
author = {Olivier Teytaud and
Sylvain Gelly and
J{\'{e}}r{\'{e}}mie Mary},
editor = {Thomas Philip Runarsson and
Hans{-}Georg Beyer and
Edmund K. Burke and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
L. Darrell Whitley and
Xin Yao},
title = {On the Ultimate Convergence Rates for Isotropic Algorithms and the
Best Choices Among Various Forms of Isotropy},
booktitle = {Parallel Problem Solving from Nature - {PPSN} IX, 9th International
Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings},
series = {Lecture Notes in Computer Science},
volume = {4193},
pages = {32--41},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11844297\_4},
doi = {10.1007/11844297\_4},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/TeytaudGM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cfap/GellyBS05,
author = {Sylvain Gelly and
Nicolas Bred{\`{e}}che and
Mich{\`{e}}le Sebag},
editor = {Fran{\c{c}}ois Denis},
title = {{HMM} hi{\'{e}}rarchiques et factoris{\'{e}}s: m{\'{e}}canisme
d'inf{\'{e}}rence et apprentissage {\`{a}} partir de peu de donn{\'{e}}es},
booktitle = {Actes de {CAP} 05, Conf{\'{e}}rence francophone sur l'apprentissage
automatique - 2005, Nice, France, du 31 mai au 3 juin 2005},
pages = {143--144},
publisher = {{PUG}},
year = {2005},
timestamp = {Tue, 24 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cfap/GellyBS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cfap/GellyT05,
author = {Sylvain Gelly and
Olivier Teytaud},
editor = {Fran{\c{c}}ois Denis},
title = {Statistical asymptotic and non-asymptotic consistency of bayesian
networks: convergence to the right structure and consistent probability
estimates},
booktitle = {Actes de {CAP} 05, Conf{\'{e}}rence francophone sur l'apprentissage
automatique - 2005, Nice, France, du 31 mai au 3 juin 2005},
pages = {147--162},
publisher = {{PUG}},
year = {2005},
timestamp = {Wed, 29 Jun 2005 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cfap/GellyT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cfap/GellyTBS05,
author = {Sylvain Gelly and
Olivier Teytaud and
Nicolas Bred{\`{e}}che and
Marc Schoenauer},
editor = {Fran{\c{c}}ois Denis},
title = {Apprentissage statistique et programmation g{\'{e}}n{\'{e}}tique:
la croissance du code est-elle in{\'{e}}vitable?},
booktitle = {Actes de {CAP} 05, Conf{\'{e}}rence francophone sur l'apprentissage
automatique - 2005, Nice, France, du 31 mai au 3 juin 2005},
pages = {163--178},
publisher = {{PUG}},
year = {2005},
timestamp = {Tue, 24 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cfap/GellyTBS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cfap/GellyMT05,
author = {Sylvain Gelly and
J{\'{e}}r{\'{e}}mie Mary and
Olivier Teytaud},
editor = {Fran{\c{c}}ois Denis},
title = {Taylor-based pseudo-metrics for random process fitting in dynamic
programming: expected loss minimization and risk management},
booktitle = {Actes de {CAP} 05, Conf{\'{e}}rence francophone sur l'apprentissage
automatique - 2005, Nice, France, du 31 mai au 3 juin 2005},
pages = {183--184},
publisher = {{PUG}},
year = {2005},
timestamp = {Wed, 29 Jun 2005 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cfap/GellyMT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/GellySB05,
author = {Sylvain Gelly and
Mich{\`{e}}le Sebag and
Nicolas Bred{\`{e}}che},
editor = {Jean{-}Marc Petit and
Nicole Vincent and
Florence Cloppet},
title = {Inf{\'{e}}rence dans les {HMM} hi{\'{e}}rarchiques et factoris{\'{e}}s
: changement de repr{\'{e}}sentation vers le formalisme des R{\'{e}}seaux
Bay{\'{e}}siens},
booktitle = {Extraction des connaissances : Etat et perspectives (Ateliers de la
conf{\'{e}}rence EGC'2005)},
series = {{RNTI}},
volume = {{E-5}},
pages = {57--60},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2005},
url = {http://editions-rnti.fr/?inprocid=1000216},
timestamp = {Tue, 24 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/GellySB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/GellyTBS05,
author = {Sylvain Gelly and
Olivier Teytaud and
Nicolas Bred{\`{e}}che and
Marc Schoenauer},
editor = {Hans{-}Georg Beyer and
Una{-}May O'Reilly},
title = {A statistical learning theory approach of bloat},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2005, Proceedings,
Washington DC, USA, June 25-29, 2005},
pages = {1783--1784},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1068009.1068309},
doi = {10.1145/1068009.1068309},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/GellyTBS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sara/GellyBS05,
author = {Sylvain Gelly and
Nicolas Bred{\`{e}}che and
Mich{\`{e}}le Sebag},
editor = {Jean{-}Daniel Zucker and
Lorenza Saitta},
title = {From Factorial and Hierarchical {HMM} to Bayesian Network: {A} Representation
Change Algorithm},
booktitle = {Abstraction, Reformulation and Approximation, 6th International Symposium,
{SARA} 2005, Airth Castle, Scotland, UK, July 26-29, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3607},
pages = {107--120},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11527862\_8},
doi = {10.1007/11527862\_8},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/sara/GellyBS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0511093,
author = {Yann Semet and
Sylvain Gelly and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Artificial Agents and Speculative Bubbles},
journal = {CoRR},
volume = {abs/cs/0511093},
year = {2005},
url = {http://arxiv.org/abs/cs/0511093},
eprinttype = {arXiv},
eprint = {cs/0511093},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0511093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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