Generative Models as Adaptive Trust Regions for Discrete Bayesian Optimisation

Michael Dodds, Erik Bodin, Sebastian W. Ober +3

Bayesian optimisation (BO) is a powerful framework for sample-efficient optimisation of expensive black-box functions, but its application to high-dimensional discrete scientific d…