Tighter PAC-Bayes Bounds.

Amiran Ambroladze Emilio Parrado-Hernández John Shawe-Taylor

Published in: NIPS (2006)

Keyphrases

pac bayes
risk bounds
generalization bounds
linear classifiers
upper bound
lower bound
data dependent
empirical risk minimization
learning theory
ranking algorithm
learning algorithm
image segmentation
upper and lower bounds
uniform convergence