kernelPSI: a Post-Selection Inference Framework for Nonlinear Variable Selection

Lotfi Slim, Clément Chatelain, Chloé-Agathe Azencott, Jean-Philippe Vert

Abstract: Model selection is an essential task for many applications in scientific discovery. The most common approaches rely on univariate linear measures of association between each feature and the outcome...