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ORCIDBibTeX records: Sébastien Gerchinovitz
@article{DBLP:journals/corr/abs-2308-00978,
author = {{\'{E}}tienne de Montbrun and
S{\'{e}}bastien Gerchinovitz},
title = {Certified Multi-Fidelity Zeroth-Order Optimization},
journal = {CoRR},
volume = {abs/2308.00978},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.00978},
doi = {10.48550/ARXIV.2308.00978},
eprinttype = {arXiv},
eprint = {2308.00978},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-00978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-07530,
author = {Pierre Gaillard and
S{\'{e}}bastien Gerchinovitz and
{\'{E}}tienne de Montbrun},
title = {Adaptive approximation of monotone functions},
journal = {CoRR},
volume = {abs/2309.07530},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.07530},
doi = {10.48550/ARXIV.2309.07530},
eprinttype = {arXiv},
eprint = {2309.07530},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-07530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AchourFGM22,
author = {El Mehdi Achour and
Armand Foucault and
S{\'{e}}bastien Gerchinovitz and
Fran{\c{c}}ois Malgouyres},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A general approximation lower bound in {\textdollar}L{\^{}}p{\textdollar}
norm, with applications to feed-forward neural networks},
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/8caa10fb546ae38b3d3f0d32ecc866f0-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AchourFGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/safecomp/GranceyAAGMV22,
author = {Florence De Grancey and
Jean{-}Luc Adam and
Lucian Alecu and
S{\'{e}}bastien Gerchinovitz and
Franck Mamalet and
David Vigouroux},
editor = {Mario Trapp and
Erwin Schoitsch and
J{\'{e}}r{\'{e}}mie Guiochet and
Friedemann Bitsch},
title = {Object Detection with Probabilistic Guarantees: {A} Conformal Prediction
Approach},
booktitle = {Computer Safety, Reliability, and Security. {SAFECOMP} 2022 Workshops
- DECSoS, DepDevOps, SASSUR, SENSEI, USDAI, and WAISE, Munich, Germany,
September 6-9, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13415},
pages = {316--329},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14862-0\_23},
doi = {10.1007/978-3-031-14862-0\_23},
timestamp = {Wed, 21 Sep 2022 18:26:32 +0200},
biburl = {https://dblp.org/rec/conf/safecomp/GranceyAAGMV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04360,
author = {El Mehdi Achour and
Armand Foucault and
S{\'{e}}bastien Gerchinovitz and
Fran{\c{c}}ois Malgouyres},
title = {A general approximation lower bound in L\({}^{\mbox{p}}\) norm, with
applications to feed-forward neural networks},
journal = {CoRR},
volume = {abs/2206.04360},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04360},
doi = {10.48550/ARXIV.2206.04360},
eprinttype = {arXiv},
eprint = {2206.04360},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BachocCG21,
author = {Fran{\c{c}}ois Bachoc and
Tommaso Cesari and
S{\'{e}}bastien Gerchinovitz},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {The Sample Complexity of Level Set Approximation},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {424--432},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/bachoc21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BachocCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BertoinBGP21,
author = {David Bertoin and
J{\'{e}}r{\^{o}}me Bolte and
S{\'{e}}bastien Gerchinovitz and
Edouard Pauwels},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Numerical influence of ReLU'(0) on backpropagation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {468--479},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/043ab21fc5a1607b381ac3896176dac6-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BertoinBGP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachocCG21,
author = {Fran{\c{c}}ois Bachoc and
Tommaso Cesari and
S{\'{e}}bastien Gerchinovitz},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Instance-Dependent Bounds for Zeroth-order Lipschitz Optimization
with Error Certificates},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {24180--24192},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/cacbf64b8a464fa1974da1eb0aa92851-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BachocCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-01977,
author = {Fran{\c{c}}ois Bachoc and
Tommaso Renato Cesari and
S{\'{e}}bastien Gerchinovitz},
title = {Instance-Dependent Bounds for Zeroth-order Lipschitz Optimization
with Error Certificates},
journal = {CoRR},
volume = {abs/2102.01977},
year = {2021},
url = {https://doi.org/10.48550/arXiv.2102.01977},
doi = {10.48550/ARXIV.2102.01977},
eprinttype = {arXiv},
eprint = {2102.01977},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-01977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03594,
author = {Oleksandr Zadorozhnyi and
Pierre Gaillard and
S{\'{e}}bastien Gerchinovitz and
Alessandro Rudi},
title = {Online nonparametric regression with Sobolev kernels},
journal = {CoRR},
volume = {abs/2102.03594},
year = {2021},
url = {https://arxiv.org/abs/2102.03594},
eprinttype = {arXiv},
eprint = {2102.03594},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10529,
author = {Herv{\'{e}} Delseny and
Christophe Gabreau and
Adrien Gauffriau and
Bernard Beaudouin and
Ludovic Ponsolle and
Lucian Alecu and
Hugues Bonnin and
Brice Beltran and
Didier Duchel and
Jean{-}Brice Ginestet and
Alexandre Hervieu and
Ghilaine Martinez and
Sylvain Pasquet and
Kevin Delmas and
Claire Pagetti and
Jean{-}Marc Gabriel and
Camille Chapdelaine and
Sylvaine Picard and
Mathieu Damour and
Cyril Cappi and
Laurent Gard{\`{e}}s and
Florence De Grancey and
Eric Jenn and
Baptiste Lef{\`{e}}vre and
Gr{\'{e}}gory Flandin and
S{\'{e}}bastien Gerchinovitz and
Franck Mamalet and
Alexandre Albore},
title = {White Paper Machine Learning in Certified Systems},
journal = {CoRR},
volume = {abs/2103.10529},
year = {2021},
url = {https://arxiv.org/abs/2103.10529},
eprinttype = {arXiv},
eprint = {2103.10529},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-10529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12915,
author = {David Bertoin and
J{\'{e}}r{\^{o}}me Bolte and
S{\'{e}}bastien Gerchinovitz and
Edouard Pauwels},
title = {Numerical influence of ReLU'(0) on backpropagation},
journal = {CoRR},
volume = {abs/2106.12915},
year = {2021},
url = {https://arxiv.org/abs/2106.12915},
eprinttype = {arXiv},
eprint = {2106.12915},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-13289,
author = {El Mehdi Achour and
Fran{\c{c}}ois Malgouyres and
S{\'{e}}bastien Gerchinovitz},
title = {The loss landscape of deep linear neural networks: a second-order
analysis},
journal = {CoRR},
volume = {abs/2107.13289},
year = {2021},
url = {https://doi.org/10.48550/arXiv.2107.13289},
doi = {10.48550/ARXIV.2107.13289},
eprinttype = {arXiv},
eprint = {2107.13289},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-13289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DucoffeGG20,
author = {Melanie Ducoffe and
S{\'{e}}bastien Gerchinovitz and
Jayant Sen Gupta},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {A High Probability Safety Guarantee for Shifted Neural Network Surrogates},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {74--82},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper11.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:15 +0100},
biburl = {https://dblp.org/rec/conf/aaai/DucoffeGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02390,
author = {Cl{\'{e}}ment Bouttier and
Tommaso Cesari and
S{\'{e}}bastien Gerchinovitz},
title = {Regret analysis of the Piyavskii-Shubert algorithm for global Lipschitz
optimization},
journal = {CoRR},
volume = {abs/2002.02390},
year = {2020},
url = {https://arxiv.org/abs/2002.02390},
eprinttype = {arXiv},
eprint = {2002.02390},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01874,
author = {H{\'{e}}di Hadiji and
S{\'{e}}bastien Gerchinovitz and
Jean{-}Michel Loubes and
Gilles Stoltz},
title = {Diversity-Preserving K-Armed Bandits, Revisited},
journal = {CoRR},
volume = {abs/2010.01874},
year = {2020},
url = {https://arxiv.org/abs/2010.01874},
eprinttype = {arXiv},
eprint = {2010.01874},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01874.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/GaillardGHS19,
author = {Pierre Gaillard and
S{\'{e}}bastien Gerchinovitz and
Malo Huard and
Gilles Stoltz},
editor = {Aur{\'{e}}lien Garivier and
Satyen Kale},
title = {Uniform regret bounds over R\({}^{\mbox{d}}\) for the sequential linear
regression problem with the square loss},
booktitle = {Algorithmic Learning Theory, {ALT} 2019, 22-24 March 2019, Chicago,
Illinois, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {98},
pages = {404--432},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v98/gaillard19a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/alt/GaillardGHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JauvionGSGG18,
author = {Gr{\'{e}}goire Jauvion and
Nicolas Grislain and
Pascal Dkengne Sielenou and
Aur{\'{e}}lien Garivier and
S{\'{e}}bastien Gerchinovitz},
editor = {Yike Guo and
Faisal Farooq},
title = {Optimization of a SSP's Header Bidding Strategy using Thompson Sampling},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {425--432},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219917},
doi = {10.1145/3219819.3219917},
timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/JauvionGSGG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11386,
author = {Pierre Gaillard and
S{\'{e}}bastien Gerchinovitz and
Malo Huard and
Gilles Stoltz},
title = {Uniform regret bounds over R\({}^{\mbox{d}}\) for the sequential linear
regression problem with the square loss},
journal = {CoRR},
volume = {abs/1805.11386},
year = {2018},
url = {http://arxiv.org/abs/1805.11386},
eprinttype = {arXiv},
eprint = {1805.11386},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03299,
author = {Gr{\'{e}}goire Jauvion and
Nicolas Grislain and
Pascal Dkengne Sielenou and
Aur{\'{e}}lien Garivier and
S{\'{e}}bastien Gerchinovitz},
title = {Optimization of a SSP's Header Bidding Strategy using Thompson Sampling},
journal = {CoRR},
volume = {abs/1807.03299},
year = {2018},
url = {http://arxiv.org/abs/1807.03299},
eprinttype = {arXiv},
eprint = {1807.03299},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Cesa-BianchiGGG17,
author = {Nicol{\`{o}} Cesa{-}Bianchi and
Pierre Gaillard and
Claudio Gentile and
S{\'{e}}bastien Gerchinovitz},
editor = {Satyen Kale and
Ohad Shamir},
title = {Algorithmic Chaining and the Role of Partial Feedback in Online Nonparametric
Learning},
booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
pages = {465--481},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/cesa-bianchi17a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/Cesa-BianchiGGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GerchinovitzMS17,
author = {S{\'{e}}bastien Gerchinovitz and
Pierre M{\'{e}}nard and
Gilles Stoltz},
title = {Fano's inequality for random variables},
journal = {CoRR},
volume = {abs/1702.05985},
year = {2017},
url = {http://arxiv.org/abs/1702.05985},
eprinttype = {arXiv},
eprint = {1702.05985},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GerchinovitzMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Cesa-BianchiGGG17,
author = {Nicol{\`{o}} Cesa{-}Bianchi and
Pierre Gaillard and
Claudio Gentile and
S{\'{e}}bastien Gerchinovitz},
title = {Online Nonparametric Learning, Chaining, and the Role of Partial Feedback},
journal = {CoRR},
volume = {abs/1702.08211},
year = {2017},
url = {http://arxiv.org/abs/1702.08211},
eprinttype = {arXiv},
eprint = {1702.08211},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Cesa-BianchiGGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GerchinovitzL16,
author = {S{\'{e}}bastien Gerchinovitz and
Tor Lattimore},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Refined Lower Bounds for Adversarial Bandits},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1190--1198},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/2f37d10131f2a483a8dd005b3d14b0d9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GerchinovitzL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GerchinovitzL16,
author = {S{\'{e}}bastien Gerchinovitz and
Tor Lattimore},
title = {Refined Lower Bounds for Adversarial Bandits},
journal = {CoRR},
volume = {abs/1605.07416},
year = {2016},
url = {http://arxiv.org/abs/1605.07416},
eprinttype = {arXiv},
eprint = {1605.07416},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GerchinovitzL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GaillardG15,
author = {Pierre Gaillard and
S{\'{e}}bastien Gerchinovitz},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {A Chaining Algorithm for Online Nonparametric Regression},
booktitle = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015,
Paris, France, July 3-6, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {40},
pages = {764--796},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/Gaillard15.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/GaillardG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/LouedecCMGG15,
author = {Jonathan Lou{\"{e}}dec and
Max Chevalier and
Josiane Mothe and
Aur{\'{e}}lien Garivier and
S{\'{e}}bastien Gerchinovitz},
editor = {Ingrid Russell and
William Eberle},
title = {A Multiple-Play Bandit Algorithm Applied to Recommender Systems},
booktitle = {Proceedings of the Twenty-Eighth International Florida Artificial
Intelligence Research Society Conference, {FLAIRS} 2015, Hollywood,
Florida, USA, May 18-20, 2015},
pages = {67--72},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS15/paper/view/10385},
timestamp = {Wed, 26 Oct 2022 08:35:13 +0200},
biburl = {https://dblp.org/rec/conf/flairs/LouedecCMGG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/or/BouttierBGGLN15,
author = {Cl{\'{e}}ment Bouttier and
Olivier Babando and
S{\'{e}}bastien Gadat and
S{\'{e}}bastien Gerchinovitz and
Serge Laporte and
Florence Nicol},
editor = {Karl F. Doerner and
Ivana Ljubic and
Georg Pflug and
Gernot Tragler},
title = {Adaptive Simulated Annealing with Homogenization for Aircraft Trajectory
Optimization},
booktitle = {Operations Research Proceedings 2015, Selected Papers of the International
Conference of the German, Austrian and Swiss Operations Research Societies
(GOR, {\"{O}}GOR, SVOR/ASRO), University of Vienna, Austria,
September 1-4, 2015},
series = {Operations Research Proceedings},
pages = {569--574},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-42902-1\_77},
doi = {10.1007/978-3-319-42902-1\_77},
timestamp = {Tue, 02 May 2017 14:30:33 +0200},
biburl = {https://dblp.org/rec/conf/or/BouttierBGGLN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GaillardG15,
author = {Pierre Gaillard and
S{\'{e}}bastien Gerchinovitz},
title = {A Chaining Algorithm for Online Nonparametric Regression},
journal = {CoRR},
volume = {abs/1502.07697},
year = {2015},
url = {http://arxiv.org/abs/1502.07697},
eprinttype = {arXiv},
eprint = {1502.07697},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GaillardG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/GerchinovitzY14,
author = {S{\'{e}}bastien Gerchinovitz and
Jia Yuan Yu},
title = {Adaptive and optimal online linear regression on l\({}^{\mbox{1}}\)-balls},
journal = {Theor. Comput. Sci.},
volume = {519},
pages = {4--28},
year = {2014},
url = {https://doi.org/10.1016/j.tcs.2013.09.024},
doi = {10.1016/J.TCS.2013.09.024},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/GerchinovitzY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Gerchinovitz13,
author = {S{\'{e}}bastien Gerchinovitz},
title = {Sparsity regret bounds for individual sequences in online linear regression},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {729--769},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502604},
doi = {10.5555/2567709.2502604},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Gerchinovitz13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/GerchinovitzY11,
author = {S{\'{e}}bastien Gerchinovitz and
Jia Yuan Yu},
editor = {Jyrki Kivinen and
Csaba Szepesv{\'{a}}ri and
Esko Ukkonen and
Thomas Zeugmann},
title = {Adaptive and Optimal Online Linear Regression on {\(\mathscr{l}\)}1-Balls},
booktitle = {Algorithmic Learning Theory - 22nd International Conference, {ALT}
2011, Espoo, Finland, October 5-7, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6925},
pages = {99--113},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24412-4\_11},
doi = {10.1007/978-3-642-24412-4\_11},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/GerchinovitzY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Gerchinovitz11,
author = {S{\'{e}}bastien Gerchinovitz},
editor = {Sham M. Kakade and
Ulrike von Luxburg},
title = {Sparsity Regret Bounds for Individual Sequences in Online Linear Regression},
booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
9-11, 2011, Budapest, Hungary},
series = {{JMLR} Proceedings},
volume = {19},
pages = {377--396},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v19/gerchinovitz11a/gerchinovitz11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Gerchinovitz11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Gerchinovitz11,
author = {S{\'{e}}bastien Gerchinovitz},
title = {Sparsity regret bounds for individual sequences in online linear regression},
journal = {CoRR},
volume = {abs/1101.1057},
year = {2011},
url = {http://arxiv.org/abs/1101.1057},
eprinttype = {arXiv},
eprint = {1101.1057},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Gerchinovitz11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1105-4042,
author = {S{\'{e}}bastien Gerchinovitz and
Jia Yuan Yu},
title = {Adaptive and Optimal Online Linear Regression on L1-balls},
journal = {CoRR},
volume = {abs/1105.4042},
year = {2011},
url = {http://arxiv.org/abs/1105.4042},
eprinttype = {arXiv},
eprint = {1105.4042},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1105-4042.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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