BibTeX records: Léonard Blier

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@article{DBLP:journals/corr/abs-2506-10910,
  author       = {Abhinav Rastogi and
                  Albert Q. Jiang and
                  Andy Lo and
                  Gabrielle Berrada and
                  Guillaume Lample and
                  Jason Rute and
                  Joep Barmentlo and
                  Karmesh Yadav and
                  Kartik Khandelwal and
                  Khyathi Raghavi Chandu and
                  L{\'{e}}onard Blier and
                  Lucile Saulnier and
                  Matthieu Dinot and
                  Maxime Darrin and
                  Neha Gupta and
                  Roman Soletskyi and
                  Sagar Vaze and
                  Teven Le Scao and
                  Yihan Wang and
                  Adam Yang and
                  Alexander H. Liu and
                  Alexandre Sablayrolles and
                  Am{\'{e}}lie H{\'{e}}liou and
                  Am{\'{e}}lie Martin and
                  Andy Ehrenberg and
                  Anmol Agarwal and
                  Antoine Roux and
                  Arthur Darcet and
                  Arthur Mensch and
                  Baptiste Bout and
                  Baptiste Rozi{\`{e}}re and
                  Baudouin De Monicault and
                  Chris Bamford and
                  Christian Wallenwein and
                  Christophe Renaudin and
                  Cl{\'{e}}mence Lanfranchi and
                  Darius Dabert and
                  Devon Mizelle and
                  Diego de Las Casas and
                  Elliot Chane{-}Sane and
                  Emilien Fugier and
                  Emma Bou Hanna and
                  Gauthier Delerce and
                  Gauthier Guinet and
                  Georgii Novikov and
                  Guillaume Martin and
                  Himanshu Jaju and
                  Jan Ludziejewski and
                  Jean{-}Hadrien Chabran and
                  Jean{-}Malo Delignon and
                  Joachim Studnia and
                  Jonas Amar and
                  Josselin Somerville Roberts and
                  Julien Denize and
                  Karan Saxena and
                  Kush Jain and
                  Lingxiao Zhao and
                  Louis Martin and
                  Luyu Gao and
                  L{\'{e}}lio Renard Lavaud and
                  Marie Pellat and
                  Mathilde Guillaumin and
                  Mathis Felardos and
                  Maximilian Augustin and
                  Micka{\"{e}}l Seznec and
                  Nikhil Raghuraman and
                  Olivier Duchenne and
                  Patricia Wang and
                  Patrick von Platen and
                  Patryk Saffer and
                  Paul Jacob and
                  Paul Wambergue and
                  Paula Kurylowicz and
                  Pavankumar Reddy Muddireddy and
                  Philom{\`{e}}ne Chagniot and
                  Pierre Stock and
                  Pravesh Agrawal and
                  Romain Sauvestre and
                  R{\'{e}}mi Delacourt and
                  Sanchit Gandhi and
                  Sandeep Subramanian and
                  Shashwat Dalal and
                  Siddharth Gandhi and
                  Soham Ghosh and
                  Srijan Mishra and
                  Sumukh Aithal and
                  Szymon Antoniak and
                  Thibault Schueller and
                  Thibaut Lavril and
                  Thomas Robert and
                  Thomas Wang and
                  Timoth{\'{e}}e Lacroix and
                  Valeriia Nemychnikova and
                  Victor Paltz and
                  Virgile Richard and
                  Wen{-}Ding Li and
                  William Marshall and
                  Xuanyu Zhang and
                  Yunhao Tang},
  title        = {Magistral},
  journal      = {CoRR},
  volume       = {abs/2506.10910},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2506.10910},
  doi          = {10.48550/ARXIV.2506.10910},
  eprinttype    = {arXiv},
  eprint       = {2506.10910},
  timestamp    = {Tue, 08 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2506-10910.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2507-13264,
  author       = {Alexander H. Liu and
                  Andy Ehrenberg and
                  Andy Lo and
                  Cl{\'{e}}ment Denoix and
                  Corentin Barreau and
                  Guillaume Lample and
                  Jean{-}Malo Delignon and
                  Khyathi Raghavi Chandu and
                  Patrick von Platen and
                  Pavankumar Reddy Muddireddy and
                  Sanchit Gandhi and
                  Soham Ghosh and
                  Srijan Mishra and
                  Thomas Foubert and
                  Abhinav Rastogi and
                  Adam Yang and
                  Albert Q. Jiang and
                  Alexandre Sablayrolles and
                  Am{\'{e}}lie H{\'{e}}liou and
                  Am{\'{e}}lie Martin and
                  Anmol Agarwal and
                  Antoine Roux and
                  Arthur Darcet and
                  Arthur Mensch and
                  Baptiste Bout and
                  Baptiste Rozi{\`{e}}re and
                  Baudouin De Monicault and
                  Chris Bamford and
                  Christian Wallenwein and
                  Christophe Renaudin and
                  Cl{\'{e}}mence Lanfranchi and
                  Darius Dabert and
                  Devendra Singh Chaplot and
                  Devon Mizelle and
                  Diego de Las Casas and
                  Elliot Chane{-}Sane and
                  Emilien Fugier and
                  Emma Bou Hanna and
                  Gabrielle Berrada and
                  Gauthier Delerce and
                  Gauthier Guinet and
                  Georgii Novikov and
                  Guillaume Martin and
                  Himanshu Jaju and
                  Jan Ludziejewski and
                  Jason Rute and
                  Jean{-}Hadrien Chabran and
                  Jessica Chudnovsky and
                  Joachim Studnia and
                  Joep Barmentlo and
                  Jonas Amar and
                  Josselin Somerville Roberts and
                  Julien Denize and
                  Karan Saxena and
                  Karmesh Yadav and
                  Kartik Khandelwal and
                  Kush Jain and
                  L{\'{e}}lio Renard Lavaud and
                  L{\'{e}}onard Blier and
                  Lingxiao Zhao and
                  Louis Martin and
                  Lucile Saulnier and
                  Luyu Gao and
                  Marie Pellat and
                  Mathilde Guillaumin and
                  Mathis Felardos and
                  Matthieu Dinot and
                  Maxime Darrin and
                  Maximilian Augustin and
                  Micka{\"{e}}l Seznec and
                  Neha Gupta and
                  Nikhil Raghuraman and
                  Olivier Duchenne and
                  Patricia Wang and
                  Patryk Saffer and
                  Paul Jacob and
                  Paul Wambergue and
                  Paula Kurylowicz and
                  Philom{\`{e}}ne Chagniot and
                  Pierre Stock and
                  Pravesh Agrawal and
                  R{\'{e}}mi Delacourt and
                  Romain Sauvestre and
                  Roman Soletskyi and
                  Sagar Vaze and
                  Sandeep Subramanian and
                  Saurabh Garg and
                  Shashwat Dalal and
                  Siddharth Gandhi and
                  Sumukh Aithal and
                  Szymon Antoniak and
                  Teven Le Scao and
                  Thibault Schueller and
                  Thibaut Lavril and
                  Thomas Robert and
                  Thomas Wang and
                  Timoth{\'{e}}e Lacroix and
                  Tom Bewley and
                  Valeriia Nemychnikova and
                  Victor Paltz},
  title        = {Voxtral},
  journal      = {CoRR},
  volume       = {abs/2507.13264},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2507.13264},
  doi          = {10.48550/ARXIV.2507.13264},
  eprinttype    = {arXiv},
  eprint       = {2507.13264},
  timestamp    = {Sun, 17 Aug 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2507-13264.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/hal/Blier22,
  author       = {L{\'{e}}onard Blier},
  title        = {Sur certaines m{\'{e}}thodes raisonn{\'{e}}es pour l'apprentissage
                  par renforcement profond. (Some Principled Methods for Deep Reinforcement
                  Learning)},
  school       = {University of Paris-Saclay, France},
  year         = {2022},
  url          = {https://tel.archives-ouvertes.fr/tel-03829500},
  timestamp    = {Fri, 18 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/phd/hal/Blier22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2101-07123,
  author       = {L{\'{e}}onard Blier and
                  Corentin Tallec and
                  Yann Ollivier},
  title        = {Learning Successor States and Goal-Dependent Values: {A} Mathematical
                  Viewpoint},
  journal      = {CoRR},
  volume       = {abs/2101.07123},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.07123},
  eprinttype    = {arXiv},
  eprint       = {2101.07123},
  timestamp    = {Fri, 22 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-07123.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2106-08863,
  author       = {L{\'{e}}onard Blier and
                  Yann Ollivier},
  title        = {Unbiased Methods for Multi-Goal Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2106.08863},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.08863},
  eprinttype    = {arXiv},
  eprint       = {2106.08863},
  timestamp    = {Tue, 29 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-08863.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/TallecBO19,
  author       = {Corentin Tallec and
                  L{\'{e}}onard Blier and
                  Yann Ollivier},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Making Deep Q-learning methods robust to time discretization},
  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        = {6096--6104},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/tallec19a.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/TallecBO19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/BlierWO19,
  author       = {L{\'{e}}onard Blier and
                  Pierre Wolinski and
                  Yann Ollivier},
  editor       = {Ulf Brefeld and
                  {\'{E}}lisa Fromont and
                  Andreas Hotho and
                  Arno J. Knobbe and
                  Marloes H. Maathuis and
                  C{\'{e}}line Robardet},
  title        = {Learning with Random Learning Rates},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
                  2019, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11907},
  pages        = {449--464},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-46147-8\_27},
  doi          = {10.1007/978-3-030-46147-8\_27},
  timestamp    = {Mon, 04 May 2020 14:07:10 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/BlierWO19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1901-09732,
  author       = {Corentin Tallec and
                  L{\'{e}}onard Blier and
                  Yann Ollivier},
  title        = {Making Deep Q-learning methods robust to time discretization},
  journal      = {CoRR},
  volume       = {abs/1901.09732},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.09732},
  eprinttype    = {arXiv},
  eprint       = {1901.09732},
  timestamp    = {Sat, 02 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-09732.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/BlierO18,
  author       = {L{\'{e}}onard Blier and
                  Yann Ollivier},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {The Description Length of Deep Learning models},
  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        = {2220--2230},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/3b712de48137572f3849aabd5666a4e3-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/BlierO18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1802-07044,
  author       = {L{\'{e}}onard Blier and
                  Yann Ollivier},
  title        = {Do Deep Learning Models Have Too Many Parameters? An Information Theory
                  Viewpoint},
  journal      = {CoRR},
  volume       = {abs/1802.07044},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.07044},
  eprinttype    = {arXiv},
  eprint       = {1802.07044},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-07044.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1810-01322,
  author       = {L{\'{e}}onard Blier and
                  Pierre Wolinski and
                  Yann Ollivier},
  title        = {Learning with Random Learning Rates},
  journal      = {CoRR},
  volume       = {abs/1810.01322},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.01322},
  eprinttype    = {arXiv},
  eprint       = {1810.01322},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-01322.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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