63 citations · 323 across the 46 of their papers we have counts for
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math.OC2017★ 24 cited
Optimal Algorithms for Distributed Optimization
César A. Uribe, Soomin Lee, Alexander Gasnikov +1
In this paper, we study the optimal convergence rate for distributed convex optimization problems in networks. We model the communication restrictions imposed by the network as a s…
math.OC2017★ 23 cited
Distributed Learning for Cooperative Inference
Angelia Nedić, Alex Olshevsky, César A. Uribe
We study the problem of cooperative inference where a group of agents interact over a network and seek to estimate a joint parameter that best explains a set of observations. Agent…