Simplified PAC-Bayesian Margin Bounds.

David A. McAllester

Published in: COLT (2003)

Keyphrases

pac bayesian
rademacher complexity
distribution free
data dependent
error bounds
generalization bounds
support vector
reproducing kernel hilbert space
learning theory
risk bounds
normal distribution
manifold regularization
training set
generalization error
vc dimension