On support vector machines and sparse approximation for random processes.

Enrico Capobianco

Published in: Neurocomputing (2004)

Keyphrases

sparse approximation
support vector
learning machines
linear combination
gaussian process
support vector machine
kernel function
cross validation
sparse coding
generalization ability
noise model
feature selection
svm classifier
ls svm
convex relaxation
pairwise
training examples
kernel methods