Fast algorithms for singular value decomposition and the inverse of nearly low-rank matrices

This perspective focuses on the fast algorithm design for singular value decomposition and inverse computation of nearly low-rank matrices that are potentially of big sizes.

Detalles Bibliográficos
Autores principales: Xu, Chen, Xu, Weiwei, Jing, Kaili
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
PERSPECTIVE
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10246826/
https://www.ncbi.nlm.nih.gov/pubmed/37292082
http://dx.doi.org/10.1093/nsr/nwad083
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author Xu, Chen
Xu, Weiwei
Jing, Kaili
author_facet Xu, Chen
Xu, Weiwei
Jing, Kaili
author_sort Xu, Chen
collection PubMed
description This perspective focuses on the fast algorithm design for singular value decomposition and inverse computation of nearly low-rank matrices that are potentially of big sizes.
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spelling pubmed-102468262023-06-08 Fast algorithms for singular value decomposition and the inverse of nearly low-rank matrices Xu, Chen Xu, Weiwei Jing, Kaili Natl Sci Rev PERSPECTIVE This perspective focuses on the fast algorithm design for singular value decomposition and inverse computation of nearly low-rank matrices that are potentially of big sizes. Oxford University Press 2023-03-25 /pmc/articles/PMC10246826/ /pubmed/37292082 http://dx.doi.org/10.1093/nsr/nwad083 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of China Science Publishing & Media Ltd. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle PERSPECTIVE
Xu, Chen
Xu, Weiwei
Jing, Kaili
Fast algorithms for singular value decomposition and the inverse of nearly low-rank matrices
title Fast algorithms for singular value decomposition and the inverse of nearly low-rank matrices
title_full Fast algorithms for singular value decomposition and the inverse of nearly low-rank matrices
title_fullStr Fast algorithms for singular value decomposition and the inverse of nearly low-rank matrices
title_full_unstemmed Fast algorithms for singular value decomposition and the inverse of nearly low-rank matrices
title_short Fast algorithms for singular value decomposition and the inverse of nearly low-rank matrices
title_sort fast algorithms for singular value decomposition and the inverse of nearly low-rank matrices
topic PERSPECTIVE
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10246826/
https://www.ncbi.nlm.nih.gov/pubmed/37292082
http://dx.doi.org/10.1093/nsr/nwad083
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AT xuweiwei fastalgorithmsforsingularvaluedecompositionandtheinverseofnearlylowrankmatrices
AT jingkaili fastalgorithmsforsingularvaluedecompositionandtheinverseofnearlylowrankmatrices

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