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math.OC2025
Distributed Online Stochastic Convex-Concave Optimization: Dynamic Regret Analyses under Single and Multiple Consensus Steps
Wentao Zhang, Baoyong Zhang, Deming Yuan +2
This paper considers the distributed online convex-concave optimization with constraint sets over a multiagent network, in which each agent autonomously generates a series of decis…
math.OC2023
Improved Dynamic Regret of Distributed Online Multiple Frank-Wolfe Convex Optimization
Wentao Zhang, Yang Shi, Baoyong Zhang +1
In this paper, we consider a distributed online convex optimization problem over a time-varying multi-agent network. The goal of this network is to minimize a global loss function…