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PAC-Bayes-Empirical-Bernstein Inequality

Published on Nov 07, 20142225 Views

We present PAC-Bayes-Empirical-Bernstein inequality. The inequality is based on combination of PAC-Bayesian bounding technique with Empirical Bernstein bound. It allows to take advantage of small empi

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PAC-Bayes-Empirical-Bernstein Inequality00:00
Basic Definitions00:00
The Tightest PAC-Bayesian Bounds00:59
Our results02:13