2024
Learning Sampling Policy to Achieve Fewer Queries for Zeroth-Order Optimization
AISTATS 2024poster
Zeroth-order (ZO) methods, which use the finite difference of two function evaluations (also called ZO gradient) to approximate first-order gradient, have attracted much attention recently in machine learning because of their broad applications. The accuracy of the ZO gradient highly depends on how…