A Provably Communication-Efficient Asynchronous Distributed Inference Method for Convex and Nonconvex Problems

Jineng Ren, Jarvis Haupt

This paper proposes and analyzes a communication-efficient distributed optimization framework for general nonconvex nonsmooth signal processing and machine learning problems under…