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PAC-Bayesian Inequalities for Martingales.
Yevgeny Seldin
François Laviolette
Nicolò Cesa-Bianchi
John Shawe-Taylor
Peter Auer
Published in:
UAI (2012)
Keyphrases
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pac bayesian
distribution free
risk bounds
rademacher complexity
data dependent
generalization bounds
sufficient conditions
error bounds
learning theory
normal distribution
decision trees
feature space
statistical learning theory
empirical risk minimization