Uniform concentration bounds for frequencies of rare events

10/12/2021

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by   Stéphane Lhaut, et al.

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New Vapnik and Chervonkis type concentration inequalities are derived for the empirical distribution of an independent random sample. Focus is on the maximal deviation over classes of Borel sets within a low probability region. The constants are explicit, enabling numerical comparisons.