Output Perturbation for Differentially Private Convex Optimization with Improved Population Loss Bounds, Runtimes and Applications to Private Adversarial Training.

Fri, 01 Jan 2021 00:00:00 +0100

Andrew Lowy, Meisam Razaviyayn:
Output Perturbation for Differentially Private Convex Optimization with Improved Population Loss Bounds, Runtimes and Applications to Private Adversarial Training. CoRR abs/2102.04704 (2021)