Proximal stochastic recursive momentum algorithm for nonsmooth nonconvex optimization problems

DOI10.1080/02331934.2022.2112191MaRDI QIDQ6198513

Zhaoxin Wang, Bo Wen

Publication date: 23 February 2024

Published in: Optimization (Search for Journal in Brave)

zbMATH Keywords

nonconvexmomentumnonsmoothPolyak-Łojasiewicz inequality

Mathematics Subject Classification ID

Nonconvex programming, global optimization (90C26) Numerical optimization and variational techniques (65K10) Nonsmooth analysis (49J52) Stochastic programming (90C15)

Cites Work

• Proximal alternating linearized minimization for nonconvex and nonsmooth problems
• A hybrid stochastic optimization framework for composite nonconvex optimization
• A generalized proximal point algorithm for certain non-convex minimization problems
• Optimization Methods for Large-Scale Machine Learning
• Random Gradient Extrapolation for Distributed and Stochastic Optimization
• A Proximal Stochastic Gradient Method with Progressive Variance Reduction
• Mini-batch stochastic approximation methods for nonconvex stochastic composite optimization
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