Doubly Robust Feature Selection with Mean and Variance Outlier Detection and Oracle Properties

Luca Insolia, Francesca Chiaromonte, Runze Li +1

We propose a general approach to handle data contaminations that might disrupt the performance of feature selection and estimation procedures for high-dimensional linear models. Sp…