Elementary Estimators for High-Dimensional Linear Regression

Eunho Yang, Aurelie C. Lozano, Pradeep Ravikumar

Abstract: We consider the problem of structurally constrained high-dimensional linear regression. This has attracted considerable attention over the last decade, with state of the art statistical estimators ...