Expected Supremum of a Random Linear Combination of Shifted Kernels

Holger Boche Brendan Farrell Michel Ledoux Moritz Wiese

Published in: CoRR (2012)

Keyphrases

linear combination
multiple kernel learning
basis functions
small number
gray scale
low rank
multiple kernel
weighted sum
sparse coding
locally linear
positive semidefinite
kernel matrices
basis vectors
machine learning
weight vector
kernel methods
orthogonal basis