TY  - JOUR
AV  - public
A1  - Shawe-Taylor, J
A1  - Williams, CKI
A1  - Cristianini, N
A1  - Kandola, J
Y1  - 2005/07/01/
PB  - IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
UR  - https://discovery.ucl.ac.uk/id/eprint/13441/
EP  - 2522
JF  - IEEE TRANSACTIONS ON INFORMATION THEORY
VL  - 51
SN  - 1557-9654
IS  - 7
ID  - discovery13441
KW  - Science & Technology
KW  -  Technology
KW  -  Computer Science
KW  -  Information Systems
KW  -  Engineering
KW  -  Electrical & Electronic
KW  -  Computer Science
KW  -  Engineering
KW  -  concentration bounds
KW  -  Gram matrices
KW  -  kernel methods
KW  -  principal components analysis (PCA)
KW  -  Rademacher complexity
KW  -  spectra of random matrices
KW  -  statistical learning theory
KW  -  ASYMPTOTIC-DISTRIBUTION
KW  -  LATENT ROOTS
KW  -  INEQUALITIES
KW  -  EIGENVALUES
KW  -  COVARIANCE
TI  - On the eigenspectrum of the Gram matrix and the generalization error of kernel-PCA
SP  - 2510
ER  -