183 citations · 474 across the 30 of their papers we have counts for
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math.OC2015★ 6 cited
Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization
Necdet Serhat Aybat, Zi Wang, Tianyi Lin +1
Given an undirected graph of agents connected with edges in , we study how to compute an optimal d…
math.OC2015★ 11 cited
Iteration Complexity Analysis of Multi-Block ADMM for a Family of Convex Minimization without Strong Convexity
Tianyi Lin, Shiqian Ma, Shuzhong Zhang
The alternating direction method of multipliers (ADMM) is widely used in solving structured convex optimization problems due to its superior practical performance. On the theoretic…
math.OC2015★ 6 cited
Global Convergence of Unmodified 3-Block ADMM for a Class of Convex Minimization Problems
Tianyi Lin, Shiqian Ma, Shuzhong Zhang
The alternating direction method of multipliers (ADMM) has been successfully applied to solve structured convex optimization problems due to its superior practical performance. The…