Bayesian Optimization of Risk Measures

Sait Cakmak, Raul Astudillo, Peter Frazier +1

We consider Bayesian optimization of objective functions of the form $\rho [F(x,W)]$, where $F$ is a black-box expensive-to-evaluate function and $\rho$ denotes either the VaR or CVaR…