Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization

Zheyi Fan, Wenyu Wang, Szu Hui Ng +1

Local Bayesian optimization is a promising practical approach to solve the high dimensional black-box function optimization problem. Among them is the approximated gradient class o…