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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Shi-Chen Liao

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Sep 2026

A Gauss–Seidel Type Inertial Proximal Stochastic Alternating Direction Method of Multipliers for Nonconvex Finite Sum Optimization

This paper establishes that every bounded sequence generated by Gi-PSADMM with the variance-reduced stochastic gradient estimator converges globally to a critical point in expectation and derives the convergence rate of Gi-PSADMM that depends on the KL exponent.

Jia Hu, Shi-Chen Liao, Cong-Ying Han et al. · 0 citations

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