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hal-00738209v2  Journal articles
Olivier CappéAurélien GarivierOdalric-Ambrym MaillardRémi MunosGilles Stoltz. Kullback-Leibler Upper Confidence Bounds for Optimal Sequential Allocation
Annals of Statistics, Institute of Mathematical Statistics, 2013, 41 (3), pp.1516-1541
hal-01802004v2  Journal articles
Pierre GaillardSébastien GerchinovitzMalo HuardGilles Stoltz. Uniform regret bounds over $R^d$ for the sequential linear regression problem with the square loss
Proceedings of Machine Learning Research, PMLR, 2019, Proceedings of the 30th International Conference on Algorithmic Learning Theory, 98, pp.404-432
hal-01470862v3  Journal articles
Sébastien GerchinovitzPierre MénardGilles Stoltz. Fano's inequality for random variables
Statistical Science, Institute of Mathematical Statistics (IMS), 2020, 35 (2), pp.178-201