Efficient Rollout Strategies for Bayesian Optimization

Eric Hans Lee, David Eriksson, David Bindel, Bolong Cheng, Mike Mccourt

Abstract: Bayesian optimization (BO) is a class of sample-efficient global optimization methods, where a probabilistic model conditioned on previous observations is used to determine future evaluations via t...