Fixed Confidence and Fixed Tolerance Bi-level Optimization for Selecting the Best Optimized System

Yuhao Wang, Seong-Hee Kim, Enlu Zhou

In this paper, we study a fixed-confidence, fixed-tolerance formulation of a class of stochastic bi-level optimization problems, where the upper-level problem selects from a finite…