2023
Bayesian Optimization with Switching Cost: Regret Analysis and Lookahead Variants
IJCAI 2023poster
Bayesian Optimization (BO) has recently received increasing attention due to its efficiency in optimizing expensive-to-evaluate functions. For some practical problems, it is essential to consider the path-dependent switching cost between consecutive sampling locations given a total traveling budget…