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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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Online Control with Adversarial Disturbances, , , , and . (2019)cite arxiv:1902.08721.The Min-Max Complexity of Distributed Stochastic Convex Optimization with Intermittent Communication., , , and . COLT, volume 134 of Proceedings of Machine Learning Research, page 4386-4437. PMLR, (2021)Generalize Across Tasks: Efficient Algorithms for Linear Representation Learning., , , and . ALT, volume 98 of Proceedings of Machine Learning Research, page 235-246. PMLR, (2019)Efficient Full-Matrix Adaptive Regularization., , , , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 102-110. PMLR, (2019)Second-Order Stochastic Optimization for Machine Learning in Linear Time, , and . (2016)cite arxiv:1602.03943.A Stochastic Newton Algorithm for Distributed Convex Optimization., , , , and . NeurIPS, page 26818-26830. (2021)The Limits of Learning with Missing Data., , and . NIPS, page 3495-3503. (2016)Highly smooth minimization of non-smooth problems.. COLT, volume 125 of Proceedings of Machine Learning Research, page 988-1030. PMLR, (2020)Federated Composite Saddle Point Optimization., and . CoRR, (2023)Towards Optimal Communication Complexity in Distributed Non-Convex Optimization., , , , and . NeurIPS, (2022)