2023
An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization
NeurIPS 2023poster
Finite-difference methods are a class of algorithms designed to solve black-box optimization problems by approximating a gradient of the target function on a set of directions. In black-box optimization, the non-smooth setting is particularly relevant since, in practice, differentiability and smooth…