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Aurélien Garivier
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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
7832011
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
6602016
On upper-confidence bound policies for switching bandit problems
A Garivier, E Moulines
International conference on algorithmic learning theory, 174-188, 2011
6562011
Parametric bandits: The generalized linear case
S Filippi, O Cappe, A Garivier, C Szepesvári
Advances in neural information processing systems 23, 2010
5832010
On Bayesian upper confidence bounds for bandit problems
E Kaufmann, O Cappé, A Garivier
Artificial intelligence and statistics, 592-600, 2012
4812012
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
4492012
Optimal best arm identification with fixed confidence
A Garivier, E Kaufmann
Proceedings of the 29th Conference On Learning Theory 49, 1-30, 2016
4342016
On upper-confidence bound policies for non-stationary bandit problems
A Garivier, E Moulines
arXiv preprint arXiv:0805.3415, 2008
3032008
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
2142019
Sequential Monte Carlo smoothing for general state space hidden Markov models
R Douc, A Garivier, E Moulines, J Olsson
2022011
On Explore-Then-Commit Strategies
A Garivier, E Kaufmann, T Lattimore
NIPS 2016, arXiv preprint arXiv:1605.08988, 2016
1402016
Optimism in reinforcement learning and Kullback-Leibler divergence
S Filippi, O Cappé, A Garivier
2010 48th Annual Allerton Conference on Communication, Control, and …, 2010
1382010
On the Complexity of A/B Testing
E Kaufmann, O Cappé, A Garivier
JMLR Workshop and Conference Proceedings 35, 339-355, 2014
832014
An event spacing experiment
AJ Winstanley, A Garivier, MR Greenstreet
Proceedings Eighth International Symposium on Asynchronous Circuits and …, 2002
652002
A minimax and asymptotically optimal algorithm for stochastic bandits
P Ménard, A Garivier
International Conference on Algorithmic Learning Theory, 223-237, 2017
622017
Coding on countably infinite alphabets
S Boucheron, A Garivier, E Gassiat
IEEE Transactions on Information Theory 55 (1), 358-373, 2008
582008
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
532021
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
482022
Context tree selection: A unifying view
A Garivier, F Leonardi
Stochastic processes and their applications 121 (11), 2488-2506, 2011
482011
A MDL approach to hmm with Poisson and Gaussian emissions. Application to order identification.
A Chambaz, A Garivier, E Gassiat
Journal of Statistical Planning and Inference 139 (3), 962-977, 2009
44*2009
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Artikler 1–20