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A minimax near-optimal algorithm for adaptive rejection sampling.

, , , and . ALT, volume 98 of Proceedings of Machine Learning Research, page 94-126. PMLR, (2019)

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The Elliptical Potential Lemma Revisited., , and . CoRR, (2020)Tight (Lower) Bounds for the Fixed Budget Best Arm Identification Bandit Problem., and . COLT, volume 49 of JMLR Workshop and Conference Proceedings, page 590-604. JMLR.org, (2016)Finite Time Analysis of Stratified Sampling for Monte Carlo., and . NIPS, page 1278-1286. (2011)Linear bandits with Stochastic Delayed Feedback., , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 9712-9721. PMLR, (2020)Online Learning with Feedback Graphs: The True Shape of Regret., and . ICML, volume 202 of Proceedings of Machine Learning Research, page 17260-17282. PMLR, (2023)An Adaptive Strategy for Active Learning with Smooth Decision Boundary., , and . CoRR, (2017)Simple regret for infinitely many armed bandits., and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 1133-1141. JMLR.org, (2015)Generalized non-stationary bandits., , and . CoRR, (2021)Extreme bandits., and . NIPS, page 1089-1097. (2014)The price of unfairness in linear bandits with biased feedback., , and . NeurIPS, (2022)