76 citations · 308 across the 72 of their papers we have counts for
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math.OC2017★ 34 cited
On the Sublinear Regret of Distributed Primal-Dual Algorithms for Online Constrained Optimization
Soomin Lee, Michael M. Zavlanos
This paper introduces consensus-based primal-dual methods for distributed online optimization where the time-varying system objective function is given as the sum…
math.OC2017
Complexity Certification of a Distributed Augmented Lagrangian Method
Soomin Lee, Nikolaos Chatzipanagiotis, Michael M. Zavlanos
In this paper we present complexity certification results for a distributed Augmented Lagrangian (AL) algorithm used to solve convex optimization problems involving globally couple…