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Open Problem: Fast and Optimal Online Portfolio Selection.

, , , and . COLT, volume 125 of Proceedings of Machine Learning Research, page 3864-3869. PMLR, (2020)

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Distributed Online Learning for Joint Regret with Communication Constraints., , and . CoRR, (2021)A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs., , , and . NeurIPS, (2022)Trading-Off Payments and Accuracy in Online Classification with Paid Stochastic Experts., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 34809-34830. PMLR, (2023)A Regret-Variance Trade-Off in Online Learning., , and . NeurIPS, (2022)The Many Faces of Exponential Weights in Online Learning., , and . COLT, volume 75 of Proceedings of Machine Learning Research, page 2067-2092. PMLR, (2018)Nonstochastic Bandits and Experts with Arm-Dependent Delays., and . CoRR, (2021)Exploiting the Surrogate Gap in Online Multiclass Classification.. NeurIPS, (2020)A Unified Analysis of Nonstochastic Delayed Feedback for Combinatorial Semi-Bandits, Linear Bandits, and MDPs., , , , and . COLT, volume 195 of Proceedings of Machine Learning Research, page 1285-1321. PMLR, (2023)Nonstochastic Contextual Combinatorial Bandits., , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 8771-8813. PMLR, (2023)MetaGrad: Adaptation using Multiple Learning Rates in Online Learning., , and . CoRR, (2021)