A General Family of Trimmed Estimators for Robust High-dimensional Data Analysis

Eunho Yang, Aurelie Lozano, Aleksandr Aravkin

We consider the problem of robustifying high-dimensional structured estimation. Robust techniques are key in real-world applications which often involve outliers and data corruptio…