On Maintaining Linear Convergence of Distributed Learning and Optimization under Limited Communication

Sindri Magnússon, Hossein Shokri-Ghadikolaei, Na Li

In distributed optimization and machine learning, multiple nodes coordinate to solve large problems. To do this, the nodes need to compress important algorithm information to bits…