Sparse Bayesian optimization

Sulin Liu, Qing Feng, David Eriksson, Benjamin Letham, Eytan Bakshy

Abstract: Bayesian optimization (BO) is a powerful approach to sample-efficient optimization of black-box objective functions. However, the application of BO to areas such as recommendation systems often req...