Outlier-robust PCA: The high-dimensional case

Outlier-robust PCA: The high-dimensional case

10.1109/TIT.2012.2212415

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Bibliographic Details
Main Authors: Xu, H., Caramanis, C., Mannor, S.
Other Authors: MECHANICAL ENGINEERING
Format: Article
Published: 2014
Subjects:
Dimension reduction
outlier
principal component analysis (PCA)
robustness
statistical learning
Online Access:http://scholarbank.nus.edu.sg/handle/10635/61041
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Institution: National University of Singapore
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spelling sg-nus-scholar.10635-610412023-10-30T21:09:40Z Outlier-robust PCA: The high-dimensional case Xu, H. Caramanis, C. Mannor, S. MECHANICAL ENGINEERING Dimension reduction outlier principal component analysis (PCA) robustness statistical learning 10.1109/TIT.2012.2212415 IEEE Transactions on Information Theory 59 1 546-572 IETTA 2014-06-17T06:30:20Z 2014-06-17T06:30:20Z 2013 Article Xu, H., Caramanis, C., Mannor, S. (2013). Outlier-robust PCA: The high-dimensional case. IEEE Transactions on Information Theory 59 (1) : 546-572. ScholarBank@NUS Repository. https://doi.org/10.1109/TIT.2012.2212415 00189448 http://scholarbank.nus.edu.sg/handle/10635/61041 000312896600034 Scopus
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic Dimension reduction
outlier
principal component analysis (PCA)
robustness
statistical learning
spellingShingle Dimension reduction
outlier
principal component analysis (PCA)
robustness
statistical learning
Xu, H.
Caramanis, C.
Mannor, S.
Outlier-robust PCA: The high-dimensional case
description 10.1109/TIT.2012.2212415
author2 MECHANICAL ENGINEERING
author_facet MECHANICAL ENGINEERING
Xu, H.
Caramanis, C.
Mannor, S.
format Article
author Xu, H.
Caramanis, C.
Mannor, S.
author_sort Xu, H.
title Outlier-robust PCA: The high-dimensional case
title_short Outlier-robust PCA: The high-dimensional case
title_full Outlier-robust PCA: The high-dimensional case
title_fullStr Outlier-robust PCA: The high-dimensional case
title_full_unstemmed Outlier-robust PCA: The high-dimensional case
title_sort outlier-robust pca: the high-dimensional case
publishDate 2014
url http://scholarbank.nus.edu.sg/handle/10635/61041
_version_ 1781781964760547328

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