198 citations · 480 across the 36 of their papers we have counts for
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math.OC2015★ 198 cited
Global Convergence of ADMM in Nonconvex Nonsmooth Optimization
Yu Wang, Wotao Yin, Jinshan Zeng
In this paper, we analyze the convergence of the alternating direction method of multipliers (ADMM) for minimizing a nonconvex and possibly nonsmooth objective function, $ϕ(x_0,\ld…
math.OC2015★ 75 cited
ExtraPush for convex smooth decentralized optimization over directed networks
Jinshan Zeng, Wotao Yin
In this note, we extend the algorithms Extra and subgradient-push to a new algorithm ExtraPush for consensus optimization with convex differentiable objective functions over a dire…