Bayesian Optimization with Unknown Search Space

Huong Ha, Santu Rana, Sunil Gupta +3

Applying Bayesian optimization in problems wherein the search space is unknown is challenging. To address this problem, we propose a systematic volume expansion strategy for the Ba…