Communication-efficient distributed optimization with adaptability to system heterogeneity

Ziyi Yu, Nikolaos M. Freris

We consider the setting of agents cooperatively minimizing the sum of local objectives plus a regularizer on a graph. This paper proposes a primal-dual method in consideration of t…