Robust Lasso with missing and grossly corrupted observations

Nam H. Nguyen, Trac D. Tran

This paper studies the problem of accurately recovering a sparse vector ${\beta }^{\star }$ from highly corrupted linear measurements $y=X{\beta }^{\star }+e^{\star }+w$ where $e^{\star }$ is…