Efficient Privacy-Preserving Stochastic Nonconvex Optimization

Lingxiao Wang, Bargav Jayaraman, David Evans +1

While many solutions for privacy-preserving convex empirical risk minimization (ERM) have been developed, privacy-preserving nonconvex ERM remains a challenge. We study nonconvex E…