Budgeted Batch Bayesian Optimization With Unknown Batch Sizes

Vu Nguyen, Santu Rana, Sunil Gupta +2

Parameter settings profoundly impact the performance of machine learning algorithms and laboratory experiments. The classical grid search or trial-error methods are exponentially e…