Improving Bayesian Optimization via Training-Aware Conditional Diffusion Models

Yilin Zheng, Haowei Wang, Szu Hui Ng +1

Bayesian optimization (BO) is a widely used approach for black-box optimization that uses a Gaussian process (GP) as a surrogate and guides sequential evaluations via an acquisitio…