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Sparse Principal Component of a Rank-deficient Matrix

Sparse Principal Component of a Rank-deficient Matrix

8 June 2011
Megasthenis Asteris
Dimitris Papailiopoulos
G. N. Karystinos
ArXiv (abs)PDFHTML

Papers citing "Sparse Principal Component of a Rank-deficient Matrix"

5 / 5 papers shown
Title
Sparse PCA on fixed-rank matrices
Sparse PCA on fixed-rank matricesMathematical programming (Math. Program.), 2022
Alberto Del Pia
198
7
0
07 Jan 2022
Approximation Algorithms for Sparse Principal Component Analysis
Approximation Algorithms for Sparse Principal Component Analysis
Agniva Chowdhury
P. Drineas
David P. Woodruff
Samson Zhou
226
9
0
23 Jun 2020
Optimal Sparse Linear Auto-Encoders and Sparse PCA
Optimal Sparse Linear Auto-Encoders and Sparse PCA
M. Magdon-Ismail
Christos Boutsidis
108
6
0
23 Feb 2015
The Sparse Principal Component of a Constant-rank Matrix
The Sparse Principal Component of a Constant-rank Matrix
Megasthenis Asteris
Dimitris Papailiopoulos
G. N. Karystinos
80
9
0
20 Dec 2013
Sparse PCA through Low-rank Approximations
Sparse PCA through Low-rank Approximations
Dimitris Papailiopoulos
A. Dimakis
Stavros Korokythakis
211
73
0
03 Mar 2013
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