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math.OC2022
Distributed Primal-dual Optimization for Heterogeneous Multi-agent Systems
Yichuan Li, Petros Voulgaris, Nikolaos M. Freris
Heterogeneous networks comprise agents with varying capabilities in terms of computation, storage, and communication. In such settings, it is crucial to factor in the operating cha…
math.OC2022
Communication Efficient Curvature Aided Primal-dual Algorithms for Decentralized Optimization
Yichuan Li, Petros G. Voulgaris, Dusan M. Stipanovic +1
This paper presents a family of algorithms for decentralized convex composite problems. We consider the setting of a network of agents that cooperatively minimize a global objectiv…