Consensus ALADIN: A Framework for Distributed Optimization and Its Application in Federated Learning

Xu Du, Jingzhe Wang

This paper investigates algorithms for solving distributed consensus optimization problems that are non-convex. Since Typical ALADIN (Typical Augmented Lagrangian based Alternating…