Non-Convex Stochastic Composite Optimization with Polyak Momentum

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Non-Convex Stochastic Composite Optimization with Polyak Momentum

5 March 2024

Anton Rodomanov

Sebastian U. Stich

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Papers citing "Non-Convex Stochastic Composite Optimization with Polyak Momentum"

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Title
Stochastic Difference-of-Convex Optimization with Momentum El Mahdi Chayti Martin Jaggi 60 0 0 20 Oct 2025
Composite Optimization with Error Feedback: the Dual Averaging Approach Yuan Gao Anton Rodomanov Jeremy Rack Sebastian U. Stich 73 0 0 03 Oct 2025
Complexity of normalized stochastic first-order methods with momentum under heavy-tailed noise Chuan He Zhaosong Lu Defeng Sun Zhanwang Deng 141 5 0 12 Jun 2025
Decentralized Nonconvex Composite Federated Learning with Gradient Tracking and Momentum Yuan Zhou Xinli Shi Xuelong Li Jiachen Zhong G. Wen Jinde Cao FedML 279 1 0 17 Apr 2025
A stochastic first-order method with multi-extrapolated momentum for highly smooth unconstrained optimization Chuan He 350 0 0 19 Dec 2024
Near Optimal Decentralized Optimization with Compression and Momentum Tracking Rustem Islamov Yuan Gao Sebastian U. Stich 135 0 0 30 May 2024