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Adaptive Learning Rate for Follow-the-Regularized-Leader: Competitive Analysis and Best-of-Both-Worlds.

, , and . CoRR, (2024)

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Further Adaptive Best-of-Both-Worlds Algorithm for Combinatorial Semi-Bandits., , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 8117-8144. PMLR, (2023)Learning from Positive and Unlabeled Data with a Selection Bias., , and . ICLR (Poster), OpenReview.net, (2019)Polar coding without alphabet extension for asymmetric channels., and . ISIT, page 2147-2151. IEEE, (2012)Yariable-to-fixed length homophonie coding suitable for asymmetric channel coding., and . ISIT, page 2850-2854. IEEE, (2017)Learning with Posterior Sampling for Revenue Management under Time-varying Demand., , , and . IJCAI, page 4911-4919. ijcai.org, (2024)Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays., , and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 1152-1161. JMLR.org, (2015)Regret Lower Bound and Optimal Algorithm in Dueling Bandit Problem., , , and . COLT, volume 40 of JMLR Workshop and Conference Proceedings, page 1141-1154. JMLR.org, (2015)Dueling Bandits with Qualitative Feedback., , and . AAAI, page 5549-5556. AAAI Press, (2019)Position-based Multiple-play Bandit Problem with Unknown Position Bias., , and . NIPS, page 4998-5008. (2017)An Asymptotically Optimal Bandit Algorithm for Bounded Support Models., and . COLT, page 67-79. Omnipress, (2010)