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"

15 / 15 papers shown

Title
Treatment Effect Estimation with Observational Network Data using Machine Learning Corinne Emmenegger Meta-Lina Spohn Timon Elmer Peter Buhlmann CML 60 3 1 20 Jan 2025
Better Locally Private Sparse Estimation Given Multiple Samples Per User Yuheng Ma Ke Jia Hanfang Yang FedML 36 1 0 08 Aug 2024
Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation Jikai Jin Vasilis Syrgkanis CML 67 1 0 22 Feb 2024
Deep Neural Networks for Nonparametric Interaction Models with Diverging Dimension Sohom Bhattacharya Jianqing Fan Debarghya Mukherjee 28 8 0 12 Feb 2023
Reconciling model-X and doubly robust approaches to conditional independence testing Ziang Niu Abhinav Chakraborty O. Dukes Eugene Katsevich 21 7 0 27 Nov 2022
VICE: Variational Interpretable Concept Embeddings Lukas Muttenthaler C. Zheng Patrick McClure Robert A. Vandermeulen M. Hebart Francisco Câmara Pereira 13 17 0 02 May 2022
Grouped Variable Selection with Discrete Optimization: Computational and Statistical Perspectives Hussein Hazimeh Rahul Mazumder P. Radchenko 29 27 0 14 Apr 2021
Sparse Regularization in Marketing and Economics Guanhao Feng Nicholas G. Polson Yuexi Wang Jianeng Xu 25 1 0 01 Sep 2017
In Defense of the Indefensible: A Very Naive Approach to High-Dimensional Inference Sen Zhao Daniela Witten Ali Shojaie 41 57 0 16 May 2017
High-Dimensional $L_2$ Boosting: Rate of Convergence Ye Luo Martin Spindler Jannis Kuck 26 32 0 29 Feb 2016
Optimal bounds for aggregation of affine estimators Pierre C. Bellec 20 25 0 01 Oct 2014
Endogeneity in high dimensions Jianqing Fan Yuan Liao 71 103 0 25 Apr 2012
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 122 379 0 11 Jul 2010
Taking Advantage of Sparsity in Multi-Task Learning Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 181 292 0 09 Mar 2009
High-dimensional generalized linear models and the lasso Sara van de Geer 189 750 0 04 Apr 2008