A Multilinear Singular Value Decomposition
A Multilinear Singular Value Decomposition
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Publisher
Philadelphia: Society for Industrial and Applied Mathematics
Journal title
Language
English
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Publisher
Philadelphia: Society for Industrial and Applied Mathematics
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Contents
We discuss a multilinear generalization of the singular value decomposition. There is a strong analogy between several properties of the matrix and the higher-order tensor decomposition; uniqueness, link with the matrix eigenvalue decomposition, first-order perturbation effects, etc., are analyzed. We investigate how tensor symmetries affect the de...
Alternative Titles
Full title
A Multilinear Singular Value Decomposition
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TN_cdi_proquest_journals_923734242
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_923734242
Other Identifiers
ISSN
0895-4798
E-ISSN
1095-7162
DOI
10.1137/S0895479896305696
