Zeroth-Order Non-smooth Non-convex Optimization via Gaussian Smoothing

Anik Kumar Paul, Shalabh Bhatnagar

This paper addresses stochastic optimization of Lipschitz-continuous, nonsmooth and nonconvex objectives over compact convex sets, where only noisy function evaluations are availab…