Hierarchical selection of variables in sparse high-dimensional regression

8 January 2008

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

10 / 10 papers shown

Title
Deep Neural Networks for Nonparametric Interaction Models with Diverging Dimension Sohom Bhattacharya Jianqing Fan Debarghya Mukherjee 31 8 0 12 Feb 2023
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models Marine Le Morvan Jean-Philippe Vert 28 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 51 47 0 17 Nov 2014
Convex Modeling of Interactions with Strong Heredity Asad Haris Daniela Witten N. Simon 19 59 0 13 Oct 2014
Tight conditions for consistent variable selection in high dimensional nonparametric regression L. Comminges A. Dalalyan 70 15 0 17 Feb 2011
Mirror averaging with sparsity priors A. Dalalyan Alexandre B. Tsybakov 104 59 0 05 Mar 2010
Sparse recovery under matrix uncertainty M. Rosenbaum Alexandre B. Tsybakov 88 166 0 15 Dec 2008
High-dimensional generalized linear models and the lasso Sara van de Geer 191 749 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