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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao zbMATH Openarrow_drop_down
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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Article . 2023
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SIAM Journal on Optimization
Article . 2023 . Peer-reviewed
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PCA Sparsified

PCA sparsified
descriptionPublicationkeyboard_double_arrow_right Article 09 Aug 2023 English Publisher:Society for Industrial & Applied Mathematics (SIAM)Journal:SIAM Journal on Optimization, volume 33, pages 2,089-2,117 (issn: 1052-6234, eissn: 1095-7189, Copyright policy )
Authors: Fatih S. Aktaş; Mustafa Ç. Pinar;

doi: 10.1137/22m1492325

Abstract

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Keywords

SDP, Numerical mathematical programming methods, reweighted optimization, \(\ell_1\) norm minimization, Semidefinite programming, sparse PCA, CGAL, Factor analysis and principal components; correspondence analysis, ADMM

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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