most citedBeyond ADMM: A Unified Client-variance-reduced Adaptive Federated Learning Framework

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math.OC2024

A Unified Inexact Stochastic ADMM for Composite Nonconvex and Nonsmooth Optimization

Yuxuan Zeng, Jianchao Bai, Shengjia Wang +1

In this paper, we propose a unified framework of inexact stochastic Alternating Direction Method of Multipliers (ADMM) for solving nonconvex problems subject to linear constraints,…