The representer theorem for Hilbert spaces: a necessary and sufficient condition

Francesco Dinuzzo Bernhard Schölkopf

Published in: CoRR (2012)

Keyphrases

sufficient conditions
reproducing kernel hilbert space
fixed point
feature extraction
kernel function
learning problems
multi task learning
variational inequalities