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polyak momentum

4 papers

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Co-occurring keywords · papers mentioning both

convergence rate (2) stochastic proximal gradient (1) polyak's momentum (1) matrix iteration (1) inexact proximal step (1) nonconvex composite optimization (1) average-case analysis (1) quadratic objective (1) heavy ball method (1) bilinear game (1)

Papers

Non-convex Stochastic Composite Optimization with Polyak Momentum ICML 2024 A Modular Analysis of Provable Acceleration via Polyak’s Momentum: Training a Wide ReLU Network and a Deep Linear Network ICML 2021 Accelerating Smooth Games by Manipulating Spectral Shapes AISTATS 2020 Universal Average-Case Optimality of Polyak Momentum ICML 2020