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ORCIDBibTeX records: Gilles Stoltz
@article{DBLP:journals/jmlr/HadijiS23,
author = {H{\'{e}}di Hadiji and
Gilles Stoltz},
title = {Adaptation to the Range in K-Armed Bandits},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {13:1--13:33},
year = {2023},
url = {http://jmlr.org/papers/v24/21-0148.html},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HadijiS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/BarrierGS23,
author = {Antoine Barrier and
Aur{\'{e}}lien Garivier and
Gilles Stoltz},
editor = {Shipra Agrawal and
Francesco Orabona},
title = {On Best-Arm Identification with a Fixed Budget in Non-Parametric Multi-Armed
Bandits},
booktitle = {International Conference on Algorithmic Learning Theory, February
20-23, 2023, Singapore},
series = {Proceedings of Machine Learning Research},
volume = {201},
pages = {136--181},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v201/barrier23a.html},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alt/BarrierGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Chzhen0LS23,
author = {Evgenii Chzhen and
Christophe Giraud and
Zhen Li and
Gilles Stoltz},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Small Total-Cost Constraints in Contextual Bandits with Knapsacks,
with Application to Fairness},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/921dcb622bd0119c8f4f34644ce87ee0-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Chzhen0LS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15807,
author = {Evgenii Chzhen and
Christophe Giraud and
Zhen Li and
Gilles Stoltz},
title = {Small Total-Cost Constraints in Contextual Bandits with Knapsacks,
with Application to Fairness},
journal = {CoRR},
volume = {abs/2305.15807},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15807},
doi = {10.48550/ARXIV.2305.15807},
eprinttype = {arXiv},
eprint = {2305.15807},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16473,
author = {Matthieu Jonckheere and
Chiara Mignacco and
Gilles Stoltz},
title = {Symphony of experts: orchestration with adversarial insights in reinforcement
learning},
journal = {CoRR},
volume = {abs/2310.16473},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16473},
doi = {10.48550/ARXIV.2310.16473},
eprinttype = {arXiv},
eprint = {2310.16473},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GarivierHMS22,
author = {Aur{\'{e}}lien Garivier and
H{\'{e}}di Hadiji and
Pierre M{\'{e}}nard and
Gilles Stoltz},
title = {KL-UCB-Switch: Optimal Regret Bounds for Stochastic Bandits from Both
a Distribution-Dependent and a Distribution-Free Viewpoints},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {179:1--179:66},
year = {2022},
url = {http://jmlr.org/papers/v23/20-717.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GarivierHMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiS22b,
author = {Zhen Li and
Gilles Stoltz},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Contextual Bandits with Knapsacks for a Conversion Model},
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/e75a1c8af8d9438df1057fdaa42913eb-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiS22b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00314,
author = {Zhen Li and
Gilles Stoltz},
title = {Contextual Bandits with Knapsacks for a Conversion Model},
journal = {CoRR},
volume = {abs/2206.00314},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00314},
doi = {10.48550/ARXIV.2206.00314},
eprinttype = {arXiv},
eprint = {2206.00314},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00895,
author = {Antoine Barrier and
Aur{\'{e}}lien Garivier and
Gilles Stoltz},
title = {On Best-Arm Identification with a Fixed Budget in Non-Parametric Multi-Armed
Bandits},
journal = {CoRR},
volume = {abs/2210.00895},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00895},
doi = {10.48550/ARXIV.2210.00895},
eprinttype = {arXiv},
eprint = {2210.00895},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChzhenGS21,
author = {Evgenii Chzhen and
Christophe Giraud and
Gilles Stoltz},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {A Unified Approach to Fair Online Learning via Blackwell Approachability},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {18280--18292},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/97ea3cfb64eeaa1edba65501d0bb3c86-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChzhenGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12242,
author = {Evgenii Chzhen and
Christophe Giraud and
Gilles Stoltz},
title = {A Unified Approach to Fair Online Learning via Blackwell Approachability},
journal = {CoRR},
volume = {abs/2106.12242},
year = {2021},
url = {https://arxiv.org/abs/2106.12242},
eprinttype = {arXiv},
eprint = {2106.12242},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12242.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}
}
@article{DBLP:journals/mor/GarivierMS19,
author = {Aur{\'{e}}lien Garivier and
Pierre M{\'{e}}nard and
Gilles Stoltz},
title = {Explore First, Exploit Next: The True Shape of Regret in Bandit Problems},
journal = {Math. Oper. Res.},
volume = {44},
number = {2},
pages = {377--399},
year = {2019},
url = {https://doi.org/10.1287/moor.2017.0928},
doi = {10.1287/MOOR.2017.0928},
timestamp = {Fri, 31 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/GarivierMS19.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/icml/BregereGGS19,
author = {Margaux Br{\'{e}}g{\`{e}}re and
Pierre Gaillard and
Yannig Goude and
Gilles Stoltz},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Target Tracking for Contextual Bandits: Application to Demand Side
Management},
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 = {754--763},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/bregere19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/BregereGGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09532,
author = {Margaux Br{\'{e}}g{\`{e}}re and
Pierre Gaillard and
Yannig Goude and
Gilles Stoltz},
title = {Target Tracking for Contextual Bandits: Application to Demand Side
Management},
journal = {CoRR},
volume = {abs/1901.09532},
year = {2019},
url = {http://arxiv.org/abs/1901.09532},
eprinttype = {arXiv},
eprint = {1901.09532},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-05071,
author = {Aur{\'{e}}lien Garivier and
H{\'{e}}di Hadiji and
Pierre M{\'{e}}nard and
Gilles Stoltz},
title = {KL-UCB-switch: optimal regret bounds for stochastic bandits from both
a distribution-dependent and a distribution-free viewpoints},
journal = {CoRR},
volume = {abs/1805.05071},
year = {2018},
url = {http://arxiv.org/abs/1805.05071},
eprinttype = {arXiv},
eprint = {1805.05071},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-05071.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-1812-10389,
author = {Rapha{\"{e}}l Deswarte and
V{\'{e}}ronique Gervais and
Gilles Stoltz and
S{\'{e}}bastien Da Veiga},
title = {Sequential model aggregation for production forecasting},
journal = {CoRR},
volume = {abs/1812.10389},
year = {2018},
url = {http://arxiv.org/abs/1812.10389},
eprinttype = {arXiv},
eprint = {1812.10389},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-10389.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/GarivierMS16,
author = {Aur{\'{e}}lien Garivier and
Pierre M{\'{e}}nard and
Gilles Stoltz},
title = {Explore First, Exploit Next: The True Shape of Regret in Bandit Problems},
journal = {CoRR},
volume = {abs/1602.07182},
year = {2016},
url = {http://arxiv.org/abs/1602.07182},
eprinttype = {arXiv},
eprint = {1602.07182},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GarivierMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MannorPS14,
author = {Shie Mannor and
Vianney Perchet and
Gilles Stoltz},
title = {Set-valued approachability and online learning with partial monitoring},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {3247--3295},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2697069},
doi = {10.5555/2627435.2697069},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MannorPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/BshoutySVZ14,
author = {Nader H. Bshouty and
Gilles Stoltz and
Nicolas Vayatis and
Thomas Zeugmann},
title = {Guest Editors' foreword},
journal = {Theor. Comput. Sci.},
volume = {558},
pages = {1--4},
year = {2014},
url = {https://doi.org/10.1016/j.tcs.2014.09.021},
doi = {10.1016/J.TCS.2014.09.021},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/BshoutySVZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GaillardSE14,
author = {Pierre Gaillard and
Gilles Stoltz and
Tim van Erven},
editor = {Maria{-}Florina Balcan and
Vitaly Feldman and
Csaba Szepesv{\'{a}}ri},
title = {A second-order bound with excess losses},
booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
Barcelona, Spain, June 13-15, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {35},
pages = {176--196},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v35/gaillard14.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/GaillardSE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MannorPS14,
author = {Shie Mannor and
Vianney Perchet and
Gilles Stoltz},
editor = {Maria{-}Florina Balcan and
Vitaly Feldman and
Csaba Szepesv{\'{a}}ri},
title = {Approachability in unknown games: Online learning meets multi-objective
optimization},
booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
Barcelona, Spain, June 13-15, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {35},
pages = {339--355},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v35/mannor14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/MannorPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MannorPS14,
author = {Shie Mannor and
Vianney Perchet and
Gilles Stoltz},
title = {Approachability in unknown games: Online learning meets multi-objective
optimization},
journal = {CoRR},
volume = {abs/1402.2043},
year = {2014},
url = {http://arxiv.org/abs/1402.2043},
eprinttype = {arXiv},
eprint = {1402.2043},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MannorPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GaillardSE14,
author = {Pierre Gaillard and
Gilles Stoltz and
Tim van Erven},
title = {A Second-order Bound with Excess Losses},
journal = {CoRR},
volume = {abs/1402.2044},
year = {2014},
url = {http://arxiv.org/abs/1402.2044},
eprinttype = {arXiv},
eprint = {1402.2044},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GaillardSE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DevaineGGS13,
author = {Marie Devaine and
Pierre Gaillard and
Yannig Goude and
Gilles Stoltz},
title = {Forecasting electricity consumption by aggregating specialized experts
- {A} review of the sequential aggregation of specialized experts,
with an application to Slovakian and French country-wide one-day-ahead
(half-)hourly predictions},
journal = {Mach. Learn.},
volume = {90},
number = {2},
pages = {231--260},
year = {2013},
url = {https://doi.org/10.1007/s10994-012-5314-7},
doi = {10.1007/S10994-012-5314-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DevaineGGS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-5399,
author = {Shie Mannor and
Vianney Perchet and
Gilles Stoltz},
title = {A Primal Condition for Approachability with Partial Monitoring},
journal = {CoRR},
volume = {abs/1305.5399},
year = {2013},
url = {http://arxiv.org/abs/1305.5399},
eprinttype = {arXiv},
eprint = {1305.5399},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-5399.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/BshoutySVZ12,
author = {Nader H. Bshouty and
Gilles Stoltz and
Nicolas Vayatis and
Thomas Zeugmann},
editor = {Nader H. Bshouty and
Gilles Stoltz and
Nicolas Vayatis and
Thomas Zeugmann},
title = {Editors' Introduction},
booktitle = {Algorithmic Learning Theory - 23rd International Conference, {ALT}
2012, Lyon, France, October 29-31, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7568},
pages = {1--11},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34106-9\_1},
doi = {10.1007/978-3-642-34106-9\_1},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/BshoutySVZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Cesa-BianchiGLS12,
author = {Nicol{\`{o}} Cesa{-}Bianchi and
Pierre Gaillard and
G{\'{a}}bor Lugosi and
Gilles Stoltz},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Mirror Descent Meets Fixed Share (and feels no regret)},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {989--997},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/8e6b42f1644ecb1327dc03ab345e618b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Cesa-BianchiGLS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/alt/2012,
editor = {Nader H. Bshouty and
Gilles Stoltz and
Nicolas Vayatis and
Thomas Zeugmann},
title = {Algorithmic Learning Theory - 23rd International Conference, {ALT}
2012, Lyon, France, October 29-31, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7568},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34106-9},
doi = {10.1007/978-3-642-34106-9},
isbn = {978-3-642-34105-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alt/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3323,
author = {Nicol{\`{o}} Cesa{-}Bianchi and
Pierre Gaillard and
G{\'{a}}bor Lugosi and
Gilles Stoltz},
title = {A new look at shifting regret},
journal = {CoRR},
volume = {abs/1202.3323},
year = {2012},
url = {http://arxiv.org/abs/1202.3323},
eprinttype = {arXiv},
eprint = {1202.3323},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-1965,
author = {Marie Devaine and
Pierre Gaillard and
Yannig Goude and
Gilles Stoltz},
title = {Forecasting electricity consumption by aggregating specialized experts},
journal = {CoRR},
volume = {abs/1207.1965},
year = {2012},
url = {http://arxiv.org/abs/1207.1965},
eprinttype = {arXiv},
eprint = {1207.1965},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-1965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BubeckMSS11,
author = {S{\'{e}}bastien Bubeck and
R{\'{e}}mi Munos and
Gilles Stoltz and
Csaba Szepesv{\'{a}}ri},
title = {\emph{X}-Armed Bandits},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {1655--1695},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021053},
doi = {10.5555/1953048.2021053},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BubeckMSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/BubeckMS11,
author = {S{\'{e}}bastien Bubeck and
R{\'{e}}mi Munos and
Gilles Stoltz},
title = {Pure exploration in finitely-armed and continuous-armed bandits},
journal = {Theor. Comput. Sci.},
volume = {412},
number = {19},
pages = {1832--1852},
year = {2011},
url = {https://doi.org/10.1016/j.tcs.2010.12.059},
doi = {10.1016/J.TCS.2010.12.059},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/BubeckMS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/BubeckSY11,
author = {S{\'{e}}bastien Bubeck and
Gilles Stoltz and
Jia Yuan Yu},
editor = {Jyrki Kivinen and
Csaba Szepesv{\'{a}}ri and
Esko Ukkonen and
Thomas Zeugmann},
title = {Lipschitz Bandits without the Lipschitz Constant},
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 = {144--158},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24412-4\_14},
doi = {10.1007/978-3-642-24412-4\_14},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/BubeckSY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MaillardMS11,
author = {Odalric{-}Ambrym Maillard and
R{\'{e}}mi Munos and
Gilles Stoltz},
editor = {Sham M. Kakade and
Ulrike von Luxburg},
title = {A Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler
Divergences},
booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
9-11, 2011, Budapest, Hungary},
series = {{JMLR} Proceedings},
volume = {19},
pages = {497--514},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v19/maillard11a/maillard11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MaillardMS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MannorPS11,
author = {Shie Mannor and
Vianney Perchet and
Gilles Stoltz},
editor = {Sham M. Kakade and
Ulrike von Luxburg},
title = {Robust approachability and regret minimization in games with partial
monitoring},
booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
9-11, 2011, Budapest, Hungary},
series = {{JMLR} Proceedings},
volume = {19},
pages = {515--536},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v19/mannor11a/mannor11a.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MannorPS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1105-4995,
author = {Shie Mannor and
Vianney Perchet and
Gilles Stoltz},
title = {Robust approachability and regret minimization in games with partial
monitoring},
journal = {CoRR},
volume = {abs/1105.4995},
year = {2011},
url = {http://arxiv.org/abs/1105.4995},
eprinttype = {arXiv},
eprint = {1105.4995},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1105-4995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mor/MannorS10,
author = {Shie Mannor and
Gilles Stoltz},
title = {A Geometric Proof of Calibration},
journal = {Math. Oper. Res.},
volume = {35},
number = {4},
pages = {721--727},
year = {2010},
url = {https://doi.org/10.1287/moor.1100.0465},
doi = {10.1287/MOOR.1100.0465},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/MannorS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1001-4475,
author = {S{\'{e}}bastien Bubeck and
R{\'{e}}mi Munos and
Gilles Stoltz and
Csaba Szepesv{\'{a}}ri},
title = {X-Armed Bandits},
journal = {CoRR},
volume = {abs/1001.4475},
year = {2010},
url = {http://arxiv.org/abs/1001.4475},
eprinttype = {arXiv},
eprint = {1001.4475},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1001-4475.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/BubeckMS09,
author = {S{\'{e}}bastien Bubeck and
R{\'{e}}mi Munos and
Gilles Stoltz},
editor = {Ricard Gavald{\`{a}} and
G{\'{a}}bor Lugosi and
Thomas Zeugmann and
Sandra Zilles},
title = {Pure Exploration in Multi-armed Bandits Problems},
booktitle = {Algorithmic Learning Theory, 20th International Conference, {ALT}
2009, Porto, Portugal, October 3-5, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5809},
pages = {23--37},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04414-4\_7},
doi = {10.1007/978-3-642-04414-4\_7},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/BubeckMS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LugosiPS09,
author = {G{\'{a}}bor Lugosi and
Omiros Papaspiliopoulos and
Gilles Stoltz},
title = {Online Multi-task Learning with Hard Constraints},
booktitle = {{COLT} 2009 - The 22nd Conference on Learning Theory, Montreal, Quebec,
Canada, June 18-21, 2009},
year = {2009},
url = {http://www.cs.mcgill.ca/\%7Ecolt2009/papers/007.pdf\#page=1},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/LugosiPS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0902-3526,
author = {G{\'{a}}bor Lugosi and
Omiros Papaspiliopoulos and
Gilles Stoltz},
title = {Online Multi-task Learning with Hard Constraints},
journal = {CoRR},
volume = {abs/0902.3526},
year = {2009},
url = {http://arxiv.org/abs/0902.3526},
eprinttype = {arXiv},
eprint = {0902.3526},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0902-3526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mor/LugosiMS08,
author = {G{\'{a}}bor Lugosi and
Shie Mannor and
Gilles Stoltz},
title = {Strategies for Prediction Under Imperfect Monitoring},
journal = {Math. Oper. Res.},
volume = {33},
number = {3},
pages = {513--528},
year = {2008},
url = {https://doi.org/10.1287/moor.1080.0312},
doi = {10.1287/MOOR.1080.0312},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/LugosiMS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BubeckMSS08,
author = {S{\'{e}}bastien Bubeck and
R{\'{e}}mi Munos and
Gilles Stoltz and
Csaba Szepesv{\'{a}}ri},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Online Optimization in X-Armed Bandits},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {201--208},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/f387624df552cea2f369918c5e1e12bc-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BubeckMSS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0802-2655,
author = {S{\'{e}}bastien Bubeck and
R{\'{e}}mi Munos and
Gilles Stoltz},
title = {Pure Exploration for Multi-Armed Bandit Problems},
journal = {CoRR},
volume = {abs/0802.2655},
year = {2008},
url = {http://arxiv.org/abs/0802.2655},
eprinttype = {arXiv},
eprint = {0802.2655},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0802-2655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geb/StoltzL07,
author = {Gilles Stoltz and
G{\'{a}}bor Lugosi},
title = {Learning correlated equilibria in games with compact sets of strategies},
journal = {Games Econ. Behav.},
volume = {59},
number = {1},
pages = {187--208},
year = {2007},
url = {https://doi.org/10.1016/j.geb.2006.04.007},
doi = {10.1016/J.GEB.2006.04.007},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/geb/StoltzL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Cesa-BianchiMS07,
author = {Nicol{\`{o}} Cesa{-}Bianchi and
Yishay Mansour and
Gilles Stoltz},
title = {Improved second-order bounds for prediction with expert advice},
journal = {Mach. Learn.},
volume = {66},
number = {2-3},
pages = {321--352},
year = {2007},
url = {https://doi.org/10.1007/s10994-006-5001-7},
doi = {10.1007/S10994-006-5001-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Cesa-BianchiMS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LugosiMS07,
author = {G{\'{a}}bor Lugosi and
Shie Mannor and
Gilles Stoltz},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Strategies for Prediction Under Imperfect Monitoring},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {248--262},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_19},
doi = {10.1007/978-3-540-72927-3\_19},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/LugosiMS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-math-0701419,
author = {G{\'{a}}bor Lugosi and
Shie Mannor and
Gilles Stoltz},
title = {Strategies for prediction under imperfect monitoring},
journal = {CoRR},
volume = {abs/math/0701419},
year = {2007},
url = {http://arxiv.org/abs/math/0701419},
eprinttype = {arXiv},
eprint = {math/0701419},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-math-0701419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mor/Cesa-BianchiLS06,
author = {Nicol{\`{o}} Cesa{-}Bianchi and
G{\'{a}}bor Lugosi and
Gilles Stoltz},
title = {Regret Minimization Under Partial Monitoring},
journal = {Math. Oper. Res.},
volume = {31},
number = {3},
pages = {562--580},
year = {2006},
url = {https://doi.org/10.1287/moor.1060.0206},
doi = {10.1287/MOOR.1060.0206},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/Cesa-BianchiLS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itw/Cesa-BianchiLS06,
author = {Nicol{\`{o}} Cesa{-}Bianchi and
G{\'{a}}bor Lugosi and
Gilles Stoltz},
editor = {Gadiel Seroussi and
Alfredo Viola},
title = {Regret Minimization Under Partial Monitoring},
booktitle = {2006 {IEEE} Information Theory Workshop, {ITW} 2006, Punta del Este,
Uruguay, March 13-17, 2006},
pages = {72--76},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ITW.2006.1633784},
doi = {10.1109/ITW.2006.1633784},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/itw/Cesa-BianchiLS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/StoltzL05,
author = {Gilles Stoltz and
G{\'{a}}bor Lugosi},
title = {Internal Regret in On-Line Portfolio Selection},
journal = {Mach. Learn.},
volume = {59},
number = {1-2},
pages = {125--159},
year = {2005},
url = {https://doi.org/10.1007/s10994-005-0465-4},
doi = {10.1007/S10994-005-0465-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/StoltzL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Cesa-BianchiLS05,
author = {Nicol{\`{o}} Cesa{-}Bianchi and
G{\'{a}}bor Lugosi and
Gilles Stoltz},
title = {Minimizing regret with label efficient prediction},
journal = {{IEEE} Trans. Inf. Theory},
volume = {51},
number = {6},
pages = {2152--2162},
year = {2005},
url = {https://doi.org/10.1109/TIT.2005.847729},
doi = {10.1109/TIT.2005.847729},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Cesa-BianchiLS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Cesa-BianchiMS05,
author = {Nicol{\`{o}} Cesa{-}Bianchi and
Yishay Mansour and
Gilles Stoltz},
editor = {Peter Auer and
Ron Meir},
title = {Improved Second-Order Bounds for Prediction with Expert Advice},
booktitle = {Learning Theory, 18th Annual Conference on Learning Theory, {COLT}
2005, Bertinoro, Italy, June 27-30, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3559},
pages = {217--232},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11503415\_15},
doi = {10.1007/11503415\_15},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Cesa-BianchiMS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Cesa-BianchiLS04,
author = {Nicol{\`{o}} Cesa{-}Bianchi and
G{\'{a}}bor Lugosi and
Gilles Stoltz},
editor = {John Shawe{-}Taylor and
Yoram Singer},
title = {Minimizing Regret with Label Efficient Prediction},
booktitle = {Learning Theory, 17th Annual Conference on Learning Theory, {COLT}
2004, Banff, Canada, July 1-4, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3120},
pages = {77--92},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27819-1\_6},
doi = {10.1007/978-3-540-27819-1\_6},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Cesa-BianchiLS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/StoltzL03,
author = {Gilles Stoltz and
G{\'{a}}bor Lugosi},
editor = {Bernhard Sch{\"{o}}lkopf and
Manfred K. Warmuth},
title = {Internal Regret in On-Line Portfolio Selection},
booktitle = {Computational Learning Theory and Kernel Machines, 16th Annual Conference
on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel
2003, Washington, DC, USA, August 24-27, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2777},
pages = {403--417},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45167-9\_30},
doi = {10.1007/978-3-540-45167-9\_30},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/StoltzL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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