On kernel-target alignment

Advances in Neural Information Processing Systems

Volumn , Issue , 2002, Pages

  Cristianini, Nello ^a   Shawe Taylor, John ^b   Elisseeff, Andre ^a   Kandola, Jaz ^b  

^a Blowulf Technologies   (United Kingdom)

^b UNIVERSITY OF LONDON   (United Kingdom)

Author keywords

Alignment; Eigenvalues; Eigenvectors; Kernels; Transduction

Indexed keywords

ALGORITHMS; ALIGNMENT; BACTERIOPHAGES; EIGENVALUES AND EIGENFUNCTIONS;

CLASSIFICATION ACCURACY; EIGENVALUES; KERNELS; MEASURE OF SIMILARITIES; MEASURES OF PERFORMANCE; SIMPLE ALGORITHM; TARGET FUNCTIONS; TRANSDUCTION;

SELF ORGANIZING MAPS;

EID: 84898936871     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (4)

1. N. Cristiaiiini and J. Shawe-Taylor. An Introduction to Support, Vector Machines. Cambridge University Press, 2000. See also the web site www.support-vector, net.
2. Nello Cristiaiiini, Huina Lodhi, and John Shawe-Taylor. Latent semantic kernels J for feature selection. Technical Report NC-TR-00-080, NeuroCOLT Working Group, http://www.neurocolt.org 2000.
3. L. Devroye, L. Gyorfi, and G. Lugosi. A Probabilistic Theory of Pattern Recognition. Number 31 in Applications of mathematics. Springer, 1996.
4. C. McDiarmid. On the method of bounded differences. In Surveys in Combinatorics 1989, pages 148-188. Cambridge University Press, 1989.