N. Aybat

activity

20102026

most citedAn Asynchronous Distributed Proximal Gradient Method for Composite Convex Optimization

28 citations · 131 across the 41 of their papers we have counts for

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Showing 2015 · math.OCShow all

2 papers · 2 filters

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 $G = (N, E)$ of agents $N = {1, \dots, N}$ connected with edges in $E$ , we study how to compute an optimal d…

math.OC2015★ 3 cited

On the rate analysis of inexact augmented Lagrangian schemes for convex optimization problems with misspecified constraints

H. Ahmadi, N. S. Aybat, U. V. Shanbhag

We consider a misspecified optimization problem that requires minimizing of a convex function $f (x; θ^{*})$ in x over a constraint set represented by $h (x; θ^{*}) \leq 0$ , where $θ^{*}$ is…