Data-driven polynomial chaos expansion for machine learning regression

E. Torre, S. Marelli, P. Embrechts +1

We present a regression technique for data-driven problems based on polynomial chaos expansion (PCE). PCE is a popular technique in the field of uncertainty quantification (UQ), wh…