Adaptivity for Regularized Kernel Methods by Lepskii's Principle.

Published in: CoRR (2018)

Keyphrases

data sets
kernel methods
support vector
learning problems
kernel function
kernel matrix
reproducing kernel hilbert space
machine learning
feature space
similarity function
kernel trick
support vector machine
kernel pca
tikhonov regularization
learning tasks
least squares
image restoration
kernel ridge regression