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We give two refinements to the Chernoff bound for the sum of nonidentical Bernoulli random variables with parameters pi, where 0pi1 and i=1,...,n. Traditionally, the Chernoff bound is a function of the arithmetic mean of the pi's, . The refined bounds contain the term , and hence, are able to...
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