| The KL-UCB algorithm for bounded stochastic bandits and beyond A Garivier, O Cappé Conference On Learning Theory COLT n°24 (arXiv preprint arXiv:1102.2490 …, 2011 | 841 | 2011 |
| On the complexity of best-arm identification in multi-armed bandit models E Kaufmann, O Cappé, A Garivier The Journal of Machine Learning Research 17 (1), 1-42, 2016 | 749 | 2016 |
| On upper-confidence bound policies for switching bandit problems A Garivier, E Moulines International conference on algorithmic learning theory, 174-188, 2011 | 739 | 2011 |
| Parametric bandits: The generalized linear case S Filippi, O Cappe, A Garivier, C Szepesvári Advances in neural information processing systems 23, 2010 | 661 | 2010 |
| On Bayesian upper confidence bounds for bandit problems E Kaufmann, O Cappé, A Garivier Artificial intelligence and statistics, 592-600, 2012 | 537 | 2012 |
| Optimal best arm identification with fixed confidence A Garivier, E Kaufmann Proceedings of the 29th Conference On Learning Theory 49, 1-30, 2016 | 530 | 2016 |
| Kullback-Leibler upper confidence bounds for optimal sequential allocation O Cappé, A Garivier, OA Maillard, R Munos, G Stoltz Annals of Statistics (and ArXiv:1210.1136) 41 (3), 1516-1541, 2012 | 493 | 2012 |
| On upper-confidence bound policies for non-stationary bandit problems A Garivier, E Moulines arXiv preprint arXiv:0805.3415, 2008 | 340 | 2008 |
| Explore first, exploit next: The true shape of regret in bandit problems A Garivier, P Ménard, G Stoltz Mathematics of Operations Research 44 (2), 377-399, 2019 | 237 | 2019 |
| Sequential Monte Carlo smoothing for general state space hidden Markov models R Douc, A Garivier, E Moulines, J Olsson | 205 | 2011 |
| On Explore-Then-Commit Strategies A Garivier, E Kaufmann, T Lattimore NIPS 2016, arXiv preprint arXiv:1605.08988, 2016 | 163 | 2016 |
| Optimism in reinforcement learning and Kullback-Leibler divergence S Filippi, O Cappé, A Garivier 2010 48th Annual Allerton Conference on Communication, Control, and …, 2010 | 151 | 2010 |
| On the Complexity of A/B Testing E Kaufmann, O Cappé, A Garivier JMLR Workshop and Conference Proceedings 35, 339-355, 2014 | 99 | 2014 |
| An event spacing experiment AJ Winstanley, A Garivier, MR Greenstreet Proceedings Eighth International Symposium on Asynchronous Circuits and …, 2002 | 70 | 2002 |
| A minimax and asymptotically optimal algorithm for stochastic bandits P Ménard, A Garivier International Conference on Algorithmic Learning Theory, 223-237, 2017 | 68 | 2017 |
| Nonasymptotic sequential tests for overlapping hypotheses applied to near-optimal arm identification in bandit models A Garivier, E Kaufmann Sequential Analysis 40 (1), 61-96, 2021 | 60 | 2021 |
| Coding on countably infinite alphabets S Boucheron, A Garivier, E Gassiat IEEE Transactions on Information Theory 55 (1), 358-373, 2008 | 57 | 2008 |
| KL-UCB-switch: optimal regret bounds for stochastic bandits from both a distribution-dependent and a distribution-free viewpoints A Garivier, H Hadiji, P Menard, G Stoltz Journal of Machine Learning Research 23 (179), 1-66, 2022 | 54 | 2022 |
| Context tree selection: A unifying view A Garivier, F Leonardi Stochastic processes and their applications 121 (11), 2488-2506, 2011 | 50 | 2011 |
| Navigating to the best policy in markov decision processes A Al Marjani, A Garivier, A Proutiere Advances in Neural Information Processing Systems 34, 25852-25864, 2021 | 47 | 2021 |
Olivier CappéCNRSVerified email at cnrs.fr
