Active Learning for Approximation of Expensive Functions with Normal Distributed Output Uncertainty

Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver +1

When approximating a black-box function, sampling with active learning focussing on regions with non-linear responses tends to improve accuracy. We present the FLOLA-Voronoi method…