A Homogenization Approach for Gradient-Dominated Stochastic Optimization

21 August 2023

Dongdong Ge

Papers citing "A Homogenization Approach for Gradient-Dominated Stochastic Optimization"

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Title
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Function Saeed Masiha Saber Salehkaleybar Niao He Negar Kiyavash Patrick Thiran 79 18 0 25 May 2022
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark W. Schmidt 119 1,194 0 16 Aug 2016