Asymptotic behavior of unregularized and ridge-regularized high-dimensional robust regression estimators : rigorous results

Noureddine El Karoui

We study the behavior of high-dimensional robust regression estimators in the asymptotic regime where $p/n$ tends to a finite non-zero limit. More specifically, we study ridge-regu…