Optimal Solutions for Sparse Principal Component Analysis

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Optimal Solutions for Sparse Principal Component Analysis

4 July 2007

Alexandre d’Aspremont

Francis R. Bach

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Papers citing "Optimal Solutions for Sparse Principal Component Analysis"

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Title
Bayesian orthogonal component analysis for sparse representation N. Dobigeon J. Tourneret CML 116 55 0 31 Aug 2009
Online Learning for Matrix Factorization and Sparse Coding Julien Mairal Francis R. Bach Jean Ponce Guillermo Sapiro 193 2,615 0 01 Aug 2009
An Augmented Lagrangian Approach for Sparse Principal Component Analysis Zhaosong Lu Yong Zhang 123 127 0 13 Jul 2009
Learning with Structured Sparsity Junzhou Huang Tong Zhang Dimitris N. Metaxas 272 566 0 17 Mar 2009
A D.C. Programming Approach to the Sparse Generalized Eigenvalue Problem Bharath K. Sriperumbudur David A. Torres Gert R. G. Lanckriet 102 14 0 12 Jan 2009
A greedy approach to sparse canonical correlation analysis A. Wiesel M. Kliger Alfred Hero 149 41 0 17 Jan 2008