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Bandits with Partially Observable Offline Data., , , and . CoRR, (2020)Reinforcement Learning with Trajectory Feedback., , and . CoRR, (2020)The Sample Complexity of Dictionary Learning., , and . J. Mach. Learn. Res., (2011)Online Learning with Sample Path Constraints., , and . J. Mach. Learn. Res., (2009)Robustness and Regularization of Support Vector Machines., , and . J. Mach. Learn. Res., (2009)Bias and Variance Approximation in Value Function Estimates., , , and . Manag. Sci., 53 (2): 308-322 (2007)Concept Drift Detection Through Resampling., , , and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 1009-1017. JMLR.org, (2014)Does an Efficient Calibrated Forecasting Strategy Exist?, and . COLT, volume 19 of JMLR Proceedings, page 809-812. JMLR.org, (2011)Opportunistic Strategies for Generalized No-Regret Problems., , and . COLT, volume 30 of JMLR Workshop and Conference Proceedings, page 158-171. JMLR.org, (2013)Thompson Sampling for Learning Parameterized Markov Decision Processes., and . COLT, volume 40 of JMLR Workshop and Conference Proceedings, page 861-898. JMLR.org, (2015)