CONVERGENGE ANALYSIS ON SVD-BASED ALGORITHMS FOR TENSOR LOW RANK APPROXIMATIONS

Ph.D

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Main Author: GUAN YU
Other Authors: MATHEMATICS
Format: Theses and Dissertations
Language:English
Published: 2018
Subjects:
Online Access:http://scholarbank.nus.edu.sg/handle/10635/150327
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Institution: National University of Singapore
Language: English
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spelling sg-nus-scholar.10635-1503272020-11-02T13:51:02Z CONVERGENGE ANALYSIS ON SVD-BASED ALGORITHMS FOR TENSOR LOW RANK APPROXIMATIONS GUAN YU MATHEMATICS Delin Chu rank-1 approximation, alternating least squares, singular value decomposition, CP decomposition, orthogonality, polar decomposition Ph.D DOCTOR OF PHILOSOPHY (FOS) 2018-12-31T18:01:02Z 2018-12-31T18:01:02Z 2018-08-24 Thesis GUAN YU (2018-08-24). CONVERGENGE ANALYSIS ON SVD-BASED ALGORITHMS FOR TENSOR LOW RANK APPROXIMATIONS. ScholarBank@NUS Repository. http://scholarbank.nus.edu.sg/handle/10635/150327 en
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
language English
topic rank-1 approximation, alternating least squares, singular value decomposition, CP decomposition, orthogonality, polar decomposition
spellingShingle rank-1 approximation, alternating least squares, singular value decomposition, CP decomposition, orthogonality, polar decomposition
GUAN YU
CONVERGENGE ANALYSIS ON SVD-BASED ALGORITHMS FOR TENSOR LOW RANK APPROXIMATIONS
description Ph.D
author2 MATHEMATICS
author_facet MATHEMATICS
GUAN YU
format Theses and Dissertations
author GUAN YU
author_sort GUAN YU
title CONVERGENGE ANALYSIS ON SVD-BASED ALGORITHMS FOR TENSOR LOW RANK APPROXIMATIONS
title_short CONVERGENGE ANALYSIS ON SVD-BASED ALGORITHMS FOR TENSOR LOW RANK APPROXIMATIONS
title_full CONVERGENGE ANALYSIS ON SVD-BASED ALGORITHMS FOR TENSOR LOW RANK APPROXIMATIONS
title_fullStr CONVERGENGE ANALYSIS ON SVD-BASED ALGORITHMS FOR TENSOR LOW RANK APPROXIMATIONS
title_full_unstemmed CONVERGENGE ANALYSIS ON SVD-BASED ALGORITHMS FOR TENSOR LOW RANK APPROXIMATIONS
title_sort convergenge analysis on svd-based algorithms for tensor low rank approximations
publishDate 2018
url http://scholarbank.nus.edu.sg/handle/10635/150327
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