Direct Regret Optimization in Bayesian Optimization

Fengxue Zhang, Yuxin Chen

Bayesian optimization (BO) is a powerful paradigm for optimizing expensive black-box functions. Traditional BO methods typically rely on separate hand-crafted acquisition functions…