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20132023
most citedOn the Linear Convergence of the ADMM in Decentralized Consensus Optimization

873 citations · 1.3k across the 35 of their papers we have counts for

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math.OC2023

An Enhanced Gradient-Tracking Bound for Distributed Online Stochastic Convex Optimization

Sulaiman A. Alghunaim, Kun Yuan

Gradient-tracking (GT) based decentralized methods have emerged as an effective and viable alternative method to decentralized (stochastic) gradient descent (DSGD) when solving dis…