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    NIPS
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    Limiting Form of the Sample Covariance Eigenspectrum in PCA and Kernel PCA
    14 years 11 months ago
    Limiting Form of the Sample Covariance Eigenspectrum in PCA and Kernel PCA
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    We derive the limiting form of the eigenvalue spectrum for sample covariance matrices produced from non-isotropic data. For the analysis of standard PCA we study the case where th...
    David C. Hoyle, Magnus Rattray
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