195 citations · 338 across the 13 of their papers we have counts for
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math.OC2015
Approximate Projection Methods for Decentralized Optimization with Functional Constraints
Soomin Lee, Michael M. Zavlanos
We consider distributed convex optimization problems that involve a separable objective function and nontrivial functional constraints, such as Linear Matrix Inequalities (LMIs). W…
math.OC2015★ 31 cited
Coordinate Dual Averaging for Decentralized Online Optimization with Nonseparable Global Objectives
Soomin Lee, Angelia Nedić, Maxim Raginsky
We consider a decentralized online convex optimization problem in a network of agents, where each agent controls only a coordinate (or a part) of the global decision vector. For su…