Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices

10.1016/j.jmva.2013.05.006

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Main Authors: Chang, L.-B., Bai, Z., Huang, S.-Y., Hwang, C.-R.
Other Authors: STATISTICS & APPLIED PROBABILITY
Format: Article
Published: 2014
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Online Access:http://scholarbank.nus.edu.sg/handle/10635/105025
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Institution: National University of Singapore
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spelling sg-nus-scholar.10635-1050252023-10-25T21:18:14Z Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices Chang, L.-B. Bai, Z. Huang, S.-Y. Hwang, C.-R. STATISTICS & APPLIED PROBABILITY Asymptotic error bound Kernel Gram matrix Nyström approximation Spectrum decomposition Wishart random matrix 10.1016/j.jmva.2013.05.006 Journal of Multivariate Analysis 120 102-119 JMVAA 2014-10-28T05:10:23Z 2014-10-28T05:10:23Z 2013-09 Article Chang, L.-B., Bai, Z., Huang, S.-Y., Hwang, C.-R. (2013-09). Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices. Journal of Multivariate Analysis 120 : 102-119. ScholarBank@NUS Repository. https://doi.org/10.1016/j.jmva.2013.05.006 0047259X http://scholarbank.nus.edu.sg/handle/10635/105025 000322290500007 Scopus
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic Asymptotic error bound
Kernel Gram matrix
Nyström approximation
Spectrum decomposition
Wishart random matrix
spellingShingle Asymptotic error bound
Kernel Gram matrix
Nyström approximation
Spectrum decomposition
Wishart random matrix
Chang, L.-B.
Bai, Z.
Huang, S.-Y.
Hwang, C.-R.
Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices
description 10.1016/j.jmva.2013.05.006
author2 STATISTICS & APPLIED PROBABILITY
author_facet STATISTICS & APPLIED PROBABILITY
Chang, L.-B.
Bai, Z.
Huang, S.-Y.
Hwang, C.-R.
format Article
author Chang, L.-B.
Bai, Z.
Huang, S.-Y.
Hwang, C.-R.
author_sort Chang, L.-B.
title Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices
title_short Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices
title_full Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices
title_fullStr Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices
title_full_unstemmed Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices
title_sort asymptotic error bounds for kernel-based nyström low-rank approximation matrices
publishDate 2014
url http://scholarbank.nus.edu.sg/handle/10635/105025
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