Differentially Private and Communication-Efficient Distributed Nonconvex Optimization Algorithms

Antai Xie, Xinlei Yi, Xiaofan Wang +2

This paper studies the privacy-preserving distributed optimization problem under limited communication, where each agent aims to keep its cost function private while minimizing the…