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Improved concentration bounds for sums of independent sub-exponential random variables

Published 11 Aug 2022 in math.PR | (2208.06037v1)

Abstract: Known Bernstein-type upper bounds on the tail probabilities for sums of independent zero-mean sub-exponential random variables are improved in several ways at once. The new upper bounds have a certain optimality property.

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