Hierarchical selection of variables in sparse high-dimensional regression

8 January 2008

Papers citing "Hierarchical selection of variables in sparse high-dimensional regression"

9 / 9 papers shown

Title
Deep Neural Networks for Nonparametric Interaction Models with Diverging Dimension Sohom Bhattacharya Jianqing Fan Debarghya Mukherjee 28 8 0 12 Feb 2023
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models Marine Le Morvan Jean-Philippe Vert 26 17 0 16 Feb 2018
The xyz algorithm for fast interaction search in high-dimensional data Gian-Andrea Thanei N. Meinshausen Rajen Dinesh Shah 19 25 0 17 Oct 2016
Group Regularized Estimation under Structural Hierarchy Yiyuan She Zhifeng Wang He Jiang 46 47 0 17 Nov 2014
Tight conditions for consistent variable selection in high dimensional nonparametric regression L. Comminges A. Dalalyan 68 15 0 17 Feb 2011
Mirror averaging with sparsity priors A. Dalalyan Alexandre B. Tsybakov 102 59 0 05 Mar 2010
Sparse recovery under matrix uncertainty M. Rosenbaum Alexandre B. Tsybakov 86 166 0 15 Dec 2008
High-dimensional generalized linear models and the lasso Sara van de Geer 189 750 0 04 Apr 2008
Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity A. Dalalyan Alexandre B. Tsybakov 97 176 0 19 Mar 2008