Grouped Transformations and Regularization in High-Dimensional Explainable ANOVA Approximation

Felix Bartel, Daniel Potts, Michael Schmischke

In this paper we propose a tool for high-dimensional approximation based on trigonometric polynomials where we allow only low-dimensional interactions of variables. In a general hi…