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Statistical theory / Dimension reduction / Regression analysis / Principal component analysis / Nonlinear dimensionality reduction / Kernel principal component analysis / Recursive least squares filter / Iteratively reweighted least squares / Kernel trick / Statistics / Multivariate statistics / Singular value decomposition


Robust Feature Extraction via Information Theoretic Learning Xiao-Tong Yuan [removed] Bao-Gang Hu [removed]
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Document Date: 2009-05-18 12:17:28

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City

Cambridge / Beijing / Montreal / New York / /

Company

Neural Information Processing Systems / W X(2(1 − λ)Lp / MIT Press / Regularized LDA / Princeton Press / /

Country

Canada / China / /

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Event

Product Issues / Force Majeure / /

Facility

Institute of Automation / /

IndustryTerm

above algorithms / spectral clustering algorithm / unsupervised feature extraction algorithm / inner product / linear feature exaction algorithms / feature extraction algorithms / linear algorithm / nongaussian signal processing / /

Organization

Chinese Academy of Sciences / Institute of Automation / National Science Foundation / American Statistical Association / MIT / Yale / SRDA REDA / LPP REDA / Pattern Analysis and Machine Intelligence / /

Person

Bao-Gang Hu / REDA-LPP LPP / REDA-SRDA SRDA / Shuicheng Yan / Xiao-Tong Yuan / /

Position

author / Fisher / /

Product

Sigma DP1 Digital Camera / features / /

PublishedMedium

IEEE Transactions on Pattern Analysis and Machine Intelligence / Machine Learning / Journal of Machine Learning Research / /

Technology

above algorithms / REDA-LapRLS algorithms / linear algorithm / LapRLS algorithms / compared algorithms / three REDA algorithms / unsupervised feature extraction algorithm / existing algorithms / spectral clustering algorithm / proposed REDA algorithm / KREDALapRLS algorithms / feature extraction algorithms / REDA algorithm / above three-step algorithm / Machine Learning / html / following algorithms / linear feature exaction algorithms / /

URL

http /

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