Fenchel Dual Gradient Methods for Distributed Convex Optimization over Time-varying Networks

Xuyang Wu, Jie Lu

In the large collection of existing distributed algorithms for convex multi-agent optimization, only a handful of them provide convergence rate guarantees on agent networks with ti…