Stochastic proximal subgradient descent oscillates in the vicinity of its accumulation set

DOI10.1007/S11590-022-01884-8OpenAlexW3144214649MaRDI QIDQ2679007

Sholom Schechtman

Publication date: 18 January 2023

Published in: Optimization Letters (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2103.16253

zbMATH Keywords

differential inclusionsstochastic approximationproximal algorithmtame optimizationsubgradient descentnon convex and non smooth optimization

Mathematics Subject Classification ID

Nonconvex programming, global optimization (90C26)

Related Items (1)

Subgradient Sampling for Nonsmooth Nonconvex Minimization

Cites Work

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• Variational Analysis
• Stochastic Methods for Composite and Weakly Convex Optimization Problems
• Optimization Methods for Large-Scale Machine Learning
• Stochastic Approximations and Differential Inclusions

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