Reviews: Outlier-robust estimation of a sparse linear model using \ell_1 -penalized Huber's M -estimator

Neural Information Processing Systems 

This is a very good paper. I really enjoyed reading the paper. The result is very strong and the paper is very readable. I strongly recommend accepting the paper, if the proof is correct. This paper solves an important open problem in robust estimation.