Least squares after model selection in high-dimensional sparse models

31 December 2009

Papers citing "Least squares after model selection in high-dimensional sparse models"

5 / 5 papers shown

Title
Treatment Effect Estimation with Observational Network Data using Machine Learning Corinne Emmenegger Meta-Lina Spohn Timon Elmer Peter Buhlmann CML 119 3 1 20 Jan 2025
Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation Jikai Jin Vasilis Syrgkanis CML 120 1 0 22 Feb 2024
Taking Advantage of Sparsity in Multi-Task Learning Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 283 292 0 09 Mar 2009
The sparsity and bias of the Lasso selection in high-dimensional linear regression Cun-Hui Zhang Jian Huang 315 869 0 07 Aug 2008
High-dimensional generalized linear models and the lasso Sara van de Geer 456 755 0 04 Apr 2008