2022
Predicting the utility of search spaces for black-box optimization: a simple, budget-aware approach
AISTATS 2022poster
Black box optimization requires specifying a search space to explore for solutions, e.g. a d-dimensional compact space, and this choice is critical for getting the best results at a reasonable budget. Unfortunately, determining a high quality search space can be challenging in many applications. For…