An error bound for Lasso and Group Lasso in high dimensions

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An error bound for Lasso and Group Lasso in high dimensions

21 December 2019

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Papers citing "An error bound for Lasso and Group Lasso in high dimensions"

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Title
Error bounds for sparse classifiers in high-dimensions Antoine Dedieu 67 7 0 07 Oct 2018
Slope meets Lasso: improved oracle bounds and optimality Pierre C. Bellec Guillaume Lecué Alexandre B. Tsybakov 307 190 0 27 May 2016
A tail inequality for quadratic forms of subgaussian random vectors Daniel J. Hsu Sham Kakade Tong Zhang 139 422 0 13 Oct 2011
How well can we estimate a sparse vector? Emmanuel J. Candès Mark A. Davenport 103 116 0 27 Apr 2011
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 287 382 0 11 Jul 2010
$Minimax rates of estimation for high-dimensional linear regression over $\ell_q$-balls$ Minimax rates of estimation for high-dimensional linear regression over $\ell_q$ -balls Garvesh Raskutti Martin J. Wainwright Bin Yu 220 575 0 11 Oct 2009
The Benefit of Group Sparsity Junzhou Huang Tong Zhang 212 466 0 20 Jan 2009
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 535 2,530 0 07 Jan 2008
Aggregation for Gaussian regression F. Bunea Alexandre B. Tsybakov M. Wegkamp 507 362 0 19 Oct 2007