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- W1907483012 abstract "When I first encountered PAC-Bayesian concentration inequalities they seemed to me to be rather disconnected from good old-fashioned results like Hoeffding's and Bernstein's inequalities. But, at least for one flavour of the PAC-Bayesian bounds, there is actually a very close relation, and the main innovation is a continuous version of the union bound, along with some ingenious applications. Here's the gist of what's going on, presented from a machine learning perspective." @default.
- W1907483012 created "2016-06-24" @default.
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- W1907483012 date "2014-05-07" @default.
- W1907483012 modified "2023-09-27" @default.
- W1907483012 title "PAC-Bayes Mini-tutorial: A Continuous Union Bound" @default.
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