Random matrices based schemes for stable and robust nonparametric and functional regression estimators

Asma Ben Saber, Abderrazek Karoui

In the first part of this work, we develop a novel scheme for solving nonparametric regression problems. That is the approximation of possibly low regular and noised functions from…