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Distributed Online Learning for Joint Regret with Communication Constraints.

, , and . ALT, volume 167 of Proceedings of Machine Learning Research, page 1003-1042. PMLR, (2022)

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Follow the Leader with Dropout Perturbations., and . COLT, volume 35 of JMLR Workshop and Conference Proceedings, page 949-974. JMLR.org, (2014)Distributed Online Learning for Joint Regret with Communication Constraints., , and . ALT, volume 167 of Proceedings of Machine Learning Research, page 1003-1042. PMLR, (2022)Lipschitz Adaptivity with Multiple Learning Rates in Online Learning., , and . COLT, volume 99 of Proceedings of Machine Learning Research, page 2490-2511. PMLR, (2019)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)Catching up faster by switching sooner: a predictive approach to adaptive estimation with an application to the AIC–BIC dilemma, , and . Journal of the Royal Statistical Society: Series B (Statistical Methodology), 74 (3): 361--417 (June 2012)Follow the leader if you can, hedge if you must., , , and . J. Mach. Learn. Res., 15 (1): 1281-1316 (2014)Adaptive Selective Sampling for Online Prediction with Experts., , and . CoRR, (2023)Combining Adversarial Guarantees and Stochastic Fast Rates in Online Learning., , and . NIPS, page 4457-4465. (2016)Generalization Guarantees via Algorithm-dependent Rademacher Complexity., , , , and . COLT, volume 195 of Proceedings of Machine Learning Research, page 4863-4880. PMLR, (2023)