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Concentration bounds for sampling without replacement and Hoeffding statistics

Published 8 Jan 2023 in math.PR | (2301.03096v1)

Abstract: We prove a Bennett-type concentration bound for suprema of empirical processes based on sampling without replacement and a corresponding bound in the case of an arbitrary Hoeffding statistics. We improve on the previous results of such type, providing a sharper concentration profile.

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Authors (1)

  1. Bartłomiej Polaczyk 

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