A Note on the PAC Bayesian Theorem

Details A Note on the PAC Bayesian Theorem A Note on the PAC Bayesian Theorem

2004-11-30

arxiv.org/abs/cs/0411099v1

Computer Science

Learning

9 pages

Scientific paper

We prove general exponential moment inequalities for averages of [0,1]-valued
iid random variables and use them to tighten the PAC Bayesian Theorem. The
logarithmic dependence on the sample count in the enumerator of the PAC
Bayesian bound is halved.

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