Distributed Empirical Risk Minimization With Differential Privacy

Changxin Liu, Karl H. Johansson, Yang Shi

This work studies the distributed empirical risk minimization (ERM) problem under differential privacy (DP) constraint. Standard distributed algorithms achieve DP typically by pert…