Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization

Lukas P. Fröhlich, Edgar D. Klenske, Julia Vinogradska +2

We consider the problem of robust optimization within the well-established Bayesian optimization (BO) framework. While BO is intrinsically robust to noisy evaluations of the object…