Elicitation-Augmented Bayesian Optimization

Alvar Haltia, Ville Hyvönen, Samuel Kaski

Human-in-the-loop Bayesian optimization (HITL BO) methods utilize human expertise to improve the sample-efficiency of BO. Most HITL BO methods assume that a domain expert can quant…