Simultaneous Feature Selection and Outlier Detection with Optimality Guarantees

Luca Insolia, Ana Kenney, Francesca Chiaromonte +1

Sparse estimation methods capable of tolerating outliers have been broadly investigated in the last decade. We contribute to this research considering high-dimensional regression p…