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most citedLower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction

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math.OC2023

Asymptotic Behaviors and Phase Transitions in Projected Stochastic Approximation: A Jump Diffusion Approach

Jiadong Liang, Yuze Han, Xiang Li +1

In this paper we consider linearly constrained optimization problems and propose a loopless projection stochastic approximation (LPSA) algorithm. It performs the projection with pr…