Discretization-free Knowledge Gradient Methods for Bayesian Optimization

Jian Wu, Peter I. Frazier

This paper studies Bayesian ranking and selection (R&S) problems with correlated prior beliefs and continuous domains, i.e. Bayesian optimization (BO). Knowledge gradient methods […