Decoupling multivariate functions using a nonparametric filtered tensor decomposition

Jan Decuyper, Koen Tiels, Siep Weiland +2

Multivariate functions emerge naturally in a wide variety of data-driven models. Popular choices are expressions in the form of basis expansions or neural networks. While highly ef…