most citedParallel Multi-Block ADMM with o(1/k) Convergence

46 citations · 100 across the 4 of their papers we have counts for

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math.OC2026

Faster Stochastic ADMM for Nonsmooth Composite Convex Optimization in Hilbert Space

Weihua Deng, Haiming Song, Hao Wang +1

In this paper, a stochastic alternating direction method of multipliers (ADMM) is proposed for a class of nonsmooth composite and stochastic convex optimization problems in Hilbert…

math.OC2013★ 46 cited

Parallel Multi-Block ADMM with o(1/k) Convergence

Wei Deng, Ming-Jun Lai, Zhimin Peng +1

This paper introduces a parallel and distributed extension to the alternating direction method of multipliers (ADMM) for solving convex problem: minimize su…