Chongqi Qu

Incorporating Expert Priors into Bayesian Optimization via Dynamic Mean Decay

Bayesian optimization (BO) is a powerful approach for black-box optimization, and in many real-world problems, domain experts possess valuable prior knowledge about promising regions of the search space. However, existing prior-informed BO methods are often overly complex, tied to specific acquisiti…