21 citations · 69 across the 11 of their papers we have counts for
10 papers · 1 filter
Characterizing Trust and Resilience in Distributed Consensus for Cyberphysical Systems
Michal Yemini, Angelia Nedić, Andrea Goldsmith +1
This work considers the problem of resilient consensus where stochastic values of trust between agents are available. Specifically, we derive a unified mathematical framework to ch…
Distributed Augmented Lagrangian Method for Link-Based Resource Sharing Problems of Multi-Agent Systems
Wicak Ananduta, Angelia Nedić, Carlos Ocampo-Martinez
A multi-agent optimization problem motivated by the management of energy systems is discussed. The associated cost function is separable and convex although not necessarily strongl…
Accelerated Multi-Agent Optimization Method over Stochastic Networks
Wicak Ananduta, Carlos Ocampo-Martinez, Angelia Nedić
We propose a distributed method to solve a multi-agent optimization problem with strongly convex cost function and equality coupling constraints. The method is based on Nesterov's…
Geometric Convergence of Distributed Gradient Play in Games with Unconstrained Action Sets
Tatiana Tatarenko, Angelia Nedich
We provide a distributed algorithm to learn a Nash equilibrium in a class of non-cooperative games with strongly monotone mappings and unconstrained action sets. Each player has ac…
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters
Pavel Dvurechensky, Darina Dvinskikh, Alexander Gasnikov +2
We study the decentralized distributed computation of discrete approximations for the regularized Wasserstein barycenter of a finite set of continuous probability measures distribu…
Optimal Distributed Optimization on Slowly Time-Varying Graphs
Alexander Rogozin, César A. Uribe, Alexander Gasnikov +2
We study optimal distributed first-order optimization algorithms when the network (i.e., communication constraints between the agents) changes with time. This problem is motivated…