On the Eigenspectrum of the Gram matrix and the generalization error of kernel PCA

J Shawe-Taylor, C Williams, N Cristianini, J Kandola

Research output: Contribution to journal › Article (Academic Journal) › peer-review

118 Citations (Scopus)

Translated title of the contribution	On the Eigenspectrum of the Gram matrix and the generalization error of kernel PCA
Original language	English
Pages (from-to)	2510 - 2522
Journal	IEEE Transactions on Information Theory
Volume	51(7)
Publication status	Published - 2005

Handle.net

@article{ca18b3f1ad784f5ba4709f7f304ac080,

title = "On the Eigenspectrum of the Gram matrix and the generalization error of kernel PCA",

author = "J Shawe-Taylor and C Williams and N Cristianini and J Kandola",

year = "2005",

language = "English",

volume = "51(7)",

pages = "2510 -- 2522",

journal = "IEEE Transactions on Information Theory",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

}