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Yi-Xin Yang

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Jun 2026

Large-step symmetric hybrid stochastic Bregman-type ADMM for solving constrained nonconvex and nonsmooth composite optimization under no the KL property

A novel stochastic alternating direction method of multipliers (ADMM) is proposed to solve large-scale linearly constrained nonconvex and nonsmooth composite optimization problems, and establishes global convergence and sublinear convergence rate of the proposed method.

Yi-Xin Yang, Heng-you Lan, Lin-Cheng Jiang · 0 citations