Bayesian optimisation under uncertain inputs

Rafael Oliveira, Lionel Ott, Fabio Ramos

Bayesian optimisation (BO) has been a successful approach to optimise functions which are expensive to evaluate and whose observations are noisy. Classical BO algorithms, however,…