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Efficient Algorithms for Stochastic Repeated Second-price Auctions.

, , and . ALT, volume 132 of Proceedings of Machine Learning Research, page 99-150. PMLR, (2021)

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A Lower-Bound for the Maximin Redundancy in Pattern Coding.. Entropy, 11 (4): 634-642 (2009)A minimax and asymptotically optimal algorithm for stochastic bandits., and . ALT, volume 76 of Proceedings of Machine Learning Research, page 223-237. PMLR, (2017)Big Data - Retour vers le Futur 3; De Statisticien à Data Scientist., , and . CoRR, (2014)Best Arm Identification in Spectral Bandits., and . IJCAI, page 2220-2226. ijcai.org, (2020)Scheduled for July 2020, Yokohama, Japan, postponed due to the Corona pandemic..Coding on Countably Infinite Alphabets., , and . IEEE Trans. Inf. Theory, 55 (1): 358-373 (2009)Algorithmic Learning Theory 2019: Preface., and . ALT, volume 98 of Proceedings of Machine Learning Research, page 1-2. PMLR, (2019)The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond., and . COLT, volume 19 of JMLR Proceedings, page 359-376. JMLR.org, (2011)Hierarchical and Unsupervised Graph Representation Learning with Loukas's Coarsening., , , , and . Algorithms, 13 (9): 206 (2020)Optimal discovery with probabilistic expert advice., , and . CDC, page 6808-6812. IEEE, (2012)Navigating to the Best Policy in Markov Decision Processes., , and . NeurIPS, page 25852-25864. (2021)