Local adapt-then-combine algorithms for distributed nonsmooth optimization: Achieving provable communication acceleration

Luyao Guo, Xinli Shi, Wenying Xu +1

This paper is concerned with the distributed composite optimization problem over networks, where agents aim to minimize a sum of local smooth components and a common nonsmooth term…