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20092026
most citedCooperative Convex Optimization in Networked Systems: Augmented Lagrangian Algorithms with Directed Gossip Communication

134 citations · 553 across the 48 of their papers we have counts for

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Showing 2013Show all

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cs.IT2013★ 55 cited

Convergence Rates of Distributed Nesterov-like Gradient Methods on Random Networks

Dusan Jakovetic, Joao Xavier, Jose M. F. Moura

We consider distributed optimization in random networks where N nodes cooperatively minimize the sum \sum_{i=1}^N f_i(x) of their individual convex costs. Existing literature propo…

cs.IT2013

Linear Convergence Rate of a Class of Distributed Augmented Lagrangian Algorithms

Dusan Jakovetic, Jose M. F. Moura, Joao Xavier

We study distributed optimization where nodes cooperatively minimize the sum of their individual, locally known, convex costs 's, is global. Distribut…