Pazhou Lab, Guangzhou, 510330, China; Dept. of Comp. Sci. and Tech., BNRist Center, State Key Lab for Intell. Tech. & Sys., Institute for AI, Tsinghua-Bosch Joint Center for ML, Tsinghua University, Beijing, 100084, China
Shuyu Cheng, Guoqiang Wu, Jun Zhu
zeroth-order optimization;gradient-free optimization;evolutionary strategies;convex optimization;randomized methods
On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms