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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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Switching between Hidden Markov Models using Fixed Share, and . CoRR, (2010)Lipschitz Adaptivity with Multiple Learning Rates in Online Learning., , and . COLT, volume 99 of Proceedings of Machine Learning Research, page 2490-2511. PMLR, (2019)Follow the Leader with Dropout Perturbations., and . COLT, volume 35 of JMLR Workshop and Conference Proceedings, page 949-974. JMLR.org, (2014)MetaGrad: Adaptation using Multiple Learning Rates in Online Learning., , and . CoRR, (2021)Distributed Online Learning for Joint Regret with Communication Constraints., , and . ALT, volume 167 of Proceedings of Machine Learning Research, page 1003-1042. PMLR, (2022)Learning the Learning Rate for Prediction with Expert Advice., , and . NIPS, page 2294-2302. (2014)Catching Up Faster in Bayesian Model Selection and Model Averaging., , and . NIPS, page 417-424. Curran Associates, Inc., (2007)Follow the leader if you can, hedge if you must., , , and . J. Mach. Learn. Res., 15 (1): 1281-1316 (2014)Distributed Online Learning for Joint Regret with Communication Constraints., , and . CoRR, (2021)Towards Characterizing the First-order Query Complexity of Learning (Approximate) Nash Equilibria in Zero-sum Matrix Games., , , and . CoRR, (2023)