An Inequality for Uniform Deviations of Sample Averages from Their Means

We derive a new inequality for uniform deviations of averages from their means. The inequality is a common generalization of previous results of Vapnik and Chervonenkis (1974) and Pollard (1986). Usingthe new inequality we obtain tight bounds for empirical loss minimization learning

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Year of publication:	1998
Authors:	Bartlett, Peter ; Lugosi, Gábor
Publisher:	[S.l.] : SSRN
Subject:	Theorie \| Theory \| Stichprobenerhebung \| Sampling \| Einkommensverteilung \| Income distribution
Description of contents:	Abstract [papers.ssrn.com]

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Extent:	1 Online-Ressource
Type of publication:	Book / Working Paper
Language:	English
Notes:	Volltext nicht verfügbar
Classification:	C13 - Estimation
Source:	ECONIS - Online Catalogue of the ZBW

Persistent link: https://www.econbiz.de/10014059859