Data-dependent kernels in nearly-linear time

Guy Lever Tom Diethe John Shawe-Taylor

Published in: CoRR (2011)

Keyphrases

data dependent
generalization bounds
reproducing kernel hilbert space
worst case
kernel function
rademacher complexity
hash functions
risk bounds
feature space
kernel methods
multiple kernel learning
multiscale
image analysis