Unleashing the Potential of Acquisition Functions in High-Dimensional Bayesian Optimization

1 code implementation • 16 Feb 2023 • Jiayu Zhao, Renyu Yang, Shenghao Qiu, Zheng Wang

Bayesian optimization (BO) is widely used to optimize expensive-to-evaluate black-box functions. BO first builds a surrogate model to represent the objective function and assesses its uncertainty.

Bayesian Optimization