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A Tensor Spectral Approach to Learning Mixed Membership Community Models.

, , , and . COLT, volume 30 of JMLR Workshop and Conference Proceedings, page 867-881. JMLR.org, (2013)

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The Nonstochastic Control Problem, , and . (2019)cite arxiv:1911.12178Comment: To appear at Algorithmic Learning Theory (ALT) 2020; small revisions from the last ver.Online Control with Adversarial Disturbances, , , , and . (2019)cite arxiv:1902.08721.Optimality and Approximation with Policy Gradient Methods in Markov Decision Processes, , , and . (2019)cite arxiv:1908.00261Comment: Additional references and discussion of prior work.Stochastic Linear Optimization under Bandit Feedback., , and . COLT, page 355-366. Omnipress, (2008)Regularization Techniques for Learning with Matrices., , and . J. Mach. Learn. Res., (2012)A tail inequality for quadratic forms of subgaussian random vectors, , and . Electronic Communications in Probability, (January 2012)Learning Overcomplete HMMs., , , and . NIPS, page 940-949. (2017)Online Bounds for Bayesian Algorithms., and . NIPS, page 641-648. (2004)Meta-Learning with Implicit Gradients., , , and . NeurIPS, page 113-124. (2019)The Price of Bandit Information for Online Optimization., , and . NIPS, page 345-352. Curran Associates, Inc., (2007)