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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.

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Faster Convex Optimization: Simulated Annealing with an Efficient Universal Barrier., and . CoRR, (2015)Online Learning for Loss Functions with Memory and Applications to Statistical Arbitrage, , and . CoRR, (2013)Faster Projection-free Online Learning., and . COLT, volume 125 of Proceedings of Machine Learning Research, page 1877-1893. PMLR, (2020)The Gradient Complexity of Linear Regression., , , and . COLT, volume 125 of Proceedings of Machine Learning Research, page 627-647. PMLR, (2020)Partial Matrix Completion., , and . CoRR, (2022)Sparse Approximate Solutions to Semidefinite Programs.. LATIN, volume 4957 of Lecture Notes in Computer Science, page 306-316. Springer, (2008)Towards Provable Control for Unknown Linear Dynamical Systems., , , , , and . ICLR (Workshop), OpenReview.net, (2018)Finding approximate local minima faster than gradient descent., , , , and . STOC, page 1195-1199. ACM, (2017)Better algorithms for benign bandits., and . SODA, page 38-47. SIAM, (2009)Projection-free Adaptive Regret with Membership Oracles., , , and . ALT, volume 201 of Proceedings of Machine Learning Research, page 1055-1073. PMLR, (2023)