Multi-Fidelity Bayesian Optimization via Deep Neural Networks

Shibo Li, Wei Xing, Mike Kirby +1

Bayesian optimization (BO) is a popular framework to optimize black-box functions. In many applications, the objective function can be evaluated at multiple fidelities to enable a…