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20162026
most citedDistributed Algorithms for Composite Optimization: Unified Framework and Convergence Analysis

86 citations · 126 across the 36 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

math.OC2019★ 2 cited

A Unified Contraction Analysis of a Class of Distributed Algorithms for Composite Optimization

Jinming Xu, Ying Sun, Ye Tian +1

We study distributed composite optimization over networks: agents minimize the sum of a smooth (strongly) convex function, the agents' sum-utility, plus a non-smooth (extended-valu…

math.OC2019★ 10 cited

Accelerated Primal-Dual Algorithms for Distributed Smooth Convex Optimization over Networks

Jinming Xu, Ye Tian, Ying Sun +1

This paper proposes a novel family of primal-dual-based distributed algorithms for smooth, convex, multi-agent optimization over networks that uses only gradient information and go…