Gradient-based Sample Selection for Faster Bayesian Optimization

Qiyu Wei, Haowei Wang, Zirui Cao +3

Bayesian optimization (BO) is an effective technique for black-box optimization. However, its applicability is typically limited to moderate-budget problems due to the cubic comple…