Noureddine El Karoui

Optimal M-estimation in high-dimensional regression

P. Bickel, Bin Yu, Derek Bean, 2013, Proceedings of the National Academy of Sciences.

On robust regression with high-dimensional predictors

P. Bickel, Bin Yu, Derek Bean, 2013, Proceedings of the National Academy of Sciences.

On the impact of predictor geometry on the performance on high-dimensional ridge-regularized generalized robust regression estimators

Noureddine El Karoui, 2018 .