Data dependent kernels in nearly-linear time.

Guy Lever Tom Diethe John Shawe-Taylor

Published in: AISTATS (2012)

Keyphrases

data dependent
generalization bounds
reproducing kernel hilbert space
kernel function
risk bounds
rademacher complexity
support vector
worst case
multiple kernel learning
machine learning
feature space
kernel methods
learning algorithm
multiscale
image analysis
energy functional