Sparsity of Data Representation of Optimal Kernel Machine and Leave-one-out Estimator.

Published in: NIPS (2000)

Keyphrases

data representation
kernel machines
dimensionality reduction
xml documents
support vector
high dimensional
learning scheme
multiple kernel learning
neural network
computer vision
feature selection
image processing
pattern recognition
learning problems
multi task
pairwise constraints