Sparse Partially Linear Additive Models

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Sparse Partially Linear Additive Models

17 July 2014

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Papers citing "Sparse Partially Linear Additive Models"

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Title
Generalized Additive Model Selection Alexandra Chouldechova Trevor Hastie 82 81 0 11 Jun 2015
Fused Lasso Additive Model Ashley Petersen Daniela Witten N. Simon 70 73 0 18 Sep 2014
Estimation and model selection in generalized additive partial linear models for correlated data with diverging number of covariates Li Wang L. Xue Annie Qu Hua Liang 57 71 0 23 May 2014
On the Prediction Performance of the Lasso A. Dalalyan Mohamed Hebiri Johannes Lederer 180 167 0 07 Feb 2014
The partial linear model in high dimensions Patrice Müller Sara van de Geer 73 42 0 03 Jul 2013
How Correlations Influence Lasso Prediction Mohamed Hebiri Johannes Lederer 121 102 0 07 Apr 2012
Group Lasso with Overlaps: the Latent Group Lasso approach G. Obozinski Laurent Jacob Jean-Philippe Vert 141 182 0 03 Oct 2011
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 497 1,379 0 13 Oct 2010
Exponential Screening and optimal rates of sparse estimation Philippe Rigollet Alexandre B. Tsybakov 212 242 0 12 Mar 2010
On the conditions used to prove oracle results for the Lasso Sara van de Geer Peter Buhlmann 289 733 0 05 Oct 2009
The composite absolute penalties family for grouped and hierarchical variable selection P. Zhao Guilherme V. Rocha Bin Yu 253 673 0 02 Sep 2009
SCAD-penalized regression in high-dimensional partially linear models Huiliang Xie Jian Huang 123 199 0 31 Mar 2009
$Near-ideal model selection by $\ell_1$ minimization$ Near-ideal model selection by $\ell_1$ minimization Emmanuel J. Candès Y. Plan 329 225 0 02 Jan 2008
Sparse Additive Models Pradeep Ravikumar John D. Lafferty Han Liu Larry A. Wasserman 511 573 0 28 Nov 2007