Limiting Form of the Sample Covariance Eigenspectrum in PCA and Kernel PCA

Hoyle, David, Rattray, Magnus

Dec-31-2004–Neural Information Processing Systems

We delive the limiting form of the eigenvalue spectrum for sample covariance matrices produced from non-isotropic data.

artificial intelligence, eigenvalue, machine learning, (15 more...)

Neural Information Processing Systems

Dec-31-2004

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Country:
- Europe (0.28)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.95)

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Limiting Form of the Sample Covariance Eigenspectrum in PCA and Kernel PCA
Limiting Form of the Sample Covariance Eigenspectrum in PCA and Kernel PCA

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