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Concentration Inequalities for Bounded Random Vectors

arXiv 1309.0003 ↗First posted 30 Aug 2013math.PR cs.LG math.STcited by 1

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Abstract (arXiv)

We derive simple concentration inequalities for bounded random vectors, which generalize Hoeffding's inequalities for bounded scalar random variables. As applications, we apply the general results to multinomial and Dirichlet distributions to obtain multivariate concentration inequalities.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 30 Aug 2013.

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  1. 2023Efficient Approximate Recovery from Pooled Data Using Doubly Regular Pooling Schemescited by 0