Efficient SVM Training Using Low-Rank Kernel Representations.

Shai Fine Katya Scheinberg

Published in: J. Mach. Learn. Res. (2001)

Keyphrases

low rank
kernel matrix
svm training
linear combination
convex optimization
missing data
singular value decomposition
matrix factorization
kernel methods
semi supervised
support vectors
support vector machine
kernel function
high dimensional data
high order
generalization ability