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math.OC2022★ 4 cited
AB/Push-Pull Method for Distributed Optimization in Time-Varying Directed Networks
Angelia Nedich, Duong Thuy Anh Nguyen, Duong Tung Nguyen
In this paper, we study the distributed optimization problem for a system of agents embedded in time-varying directed communication networks. Each agent has its own cost function a…
math.OC2019
Minibatch stochastic subgradient-based projection algorithms for solving convex inequalities
Ion Necoara, Angelia Nedich
This paper deals with the convex feasibility problem, where the feasible set is given as the intersection of a (possibly infinite) number of closed convex sets. We assume that each…