Differentially Private Non-convex Distributionally Robust Optimization

Difei Xu, Meng Ding, Zebin Ma +4

Real-world deployments routinely face distribution shifts, group imbalances, and adversarial perturbations, under which the traditional Empirical Risk Minimization (ERM) framework…