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Efficient Full-Matrix Adaptive Regularization.

, , , , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 102-110. PMLR, (2019)

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Sparse Approximate Solutions to Semidefinite Programs.. LATIN, volume 4957 of Lecture Notes in Computer Science, page 306-316. Springer, (2008)Online Learning for Loss Functions with Memory and Applications to Statistical Arbitrage, , and . CoRR, (2013)Faster Convex Optimization: Simulated Annealing with an Efficient Universal Barrier., and . CoRR, (2015)The computational power of optimization in online learning., and . STOC, page 128-141. ACM, (2016)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)Exponentiated Gradient Meets Gradient Descent., , and . ALT, volume 117 of Proceedings of Machine Learning Research, page 386-407. PMLR, (2020)Volumetric Spanners: an Efficient Exploration Basis for Learning., , and . COLT, volume 35 of JMLR Workshop and Conference Proceedings, page 408-422. JMLR.org, (2014)(weak) Calibration is Computationally Hard, and . CoRR, (2012)Partial Matrix Completion., , and . CoRR, (2022)