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PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits
Yevgeny Seldin
Nicolò Cesa-Bianchi
Peter Auer
François Laviolette
John Shawe-Taylor
Published in:
CoRR (2011)
Keyphrases
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pac bayes
risk bounds
data dependent
linear classifiers
reinforcement learning
learning algorithm
feature space
empirical risk minimization
bayesian networks
theoretical analysis
learning theory
hyperplane