Bayesian Optimization with Expensive Integrands

Saul Toscano-Palmerin, Peter I. Frazier

We propose a Bayesian optimization algorithm for objective functions that are sums or integrals of expensive-to-evaluate functions, allowing noisy evaluations. These objective func…