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On the Complexity of Minimizing Convex Finite Sums Without Using the Indices of the Individual Functions.

, , , and . CoRR, (2020)

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Beyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity., , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 26347-26361. PMLR, (2022)On Complexity of Finding Stationary Points of Nonsmooth Nonconvex Functions., , , and . CoRR, (2020)On the Complexity of Minimizing Convex Finite Sums Without Using the Indices of the Individual Functions., , , and . CoRR, (2020)An Inexact Variable Metric Proximal Point Algorithm for Generic Quasi-Newton Acceleration., , and . SIAM J. Optimization, 29 (2): 1408-1443 (2019)Stochastic Optimization with Non-stationary Noise., , , , and . CoRR, (2020)Unmemorization in Large Language Models via Self-Distillation and Deliberate Imagination., , , , and . CoRR, (2024)Delayed Gradient Averaging: Tolerate the Communication Latency for Federated Learning., , , , and . NeurIPS, page 29995-30007. (2021)Complexity of Finding Stationary Points of Nonconvex Nonsmooth Functions., , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 11173-11182. PMLR, (2020)Catalyst Acceleration for First-order Convex Optimization: from Theory to Practice., , and . J. Mach. Learn. Res., (2017)Deep hybrid model with satellite imagery: how to combine demand modeling and computer vision for behavior analysis?, , , , , , and . CoRR, (2023)