Let the kernel figure it out; Principled learning of pre-processing for kernel classifiers.

Peter V. Gehler Sebastian Nowozin

Published in: CVPR (2009)

Keyphrases

preprocessing
learning algorithm
kernel machines
online learning
kernel classifiers
multiple kernel
efficient learning
learning tasks
semi supervised
kernel learning
active learning
linear combination
supervised learning
inductive inference
decision trees
decision functions
machine learning