Estimation with Norm Regularization

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Estimation with Norm Regularization

9 May 2015

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Papers citing "Estimation with Norm Regularization"

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Title
Precise Error Analysis of Regularized M-estimators in High-dimensions Christos Thrampoulidis Ehsan Abbasi B. Hassibi 191 220 0 23 Jan 2016
Sparse Estimation with Strongly Correlated Variables using Ordered Weighted L1 Regularization Mário A. T. Figueiredo Robert D. Nowak 198 29 0 14 Sep 2014
Generalized Dantzig Selector: Application to the k-support norm Soumyadeep Chatterjee Sheng Chen A. Banerjee 72 36 0 20 Jun 2014
Estimation in high dimensions: a geometric perspective Roman Vershynin 141 134 0 20 May 2014
Convex recovery of a structured signal from independent random linear measurements J. Tropp 115 177 0 05 May 2014
An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning Andreas Maurer Massimiliano Pontil Bernardino Romera-Paredes 85 23 0 08 Feb 2014
Sparse recovery under weak moment assumptions Guillaume Lecué S. Mendelson 191 98 0 09 Jan 2014
Learning without Concentration S. Mendelson 224 334 0 01 Jan 2014
The lower tail of random quadratic forms, with applications to ordinary least squares and restricted eigenvalue properties R. Oliveira 85 101 0 10 Dec 2013
The Squared-Error of Generalized LASSO: A Precise Analysis Samet Oymak Christos Thrampoulidis B. Hassibi 142 131 0 04 Nov 2013
Gemini: Graph estimation with matrix variate normal instances Shuheng Zhou 96 106 0 23 Sep 2012
Robust 1-bit compressed sensing and sparse logistic regression: A convex programming approach Y. Plan Roman Vershynin 242 457 0 06 Feb 2012
The Convex Geometry of Linear Inverse Problems V. Chandrasekaran Benjamin Recht P. Parrilo A. Willsky 208 1,341 0 03 Dec 2010
Estimation of (near) low-rank matrices with noise and high-dimensional scaling S. Negahban Martin J. Wainwright 232 570 0 27 Dec 2009
Restricted Eigenvalue Conditions on Subgaussian Random Matrices Shuheng Zhou 188 81 0 21 Dec 2009
Which graphical models are difficult to learn? Andrea Montanari J. A. Pereira 93 90 0 30 Oct 2009
Lasso-type recovery of sparse representations for high-dimensional data N. Meinshausen Bin Yu 475 882 0 01 Jun 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 535 2,530 0 07 Jan 2008