PAC-Bayesian Inequalities for Martingales.

Yevgeny Seldin François Laviolette Nicolò Cesa-Bianchi John Shawe-Taylor Peter Auer

Published in: IEEE Trans. Inf. Theory (2012)

Keyphrases

pac bayesian
risk bounds
distribution free
rademacher complexity
data dependent
generalization bounds
sufficient conditions
error bounds
machine learning
learning theory
statistical learning theory
learning algorithm