most citedComparison of encrypted control approaches and tutorial on dynamic systems using LWE-based homomorphic encryption

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math.OC2023

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…