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Electronic Colloquium on Computational Complexity

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REPORTS > KEYWORD > PESSIMISTIC ESTIMATORS:
Reports tagged with pessimistic estimators:
TR06-105 | 23rd August 2006
Avi Wigderson, David Xiao

Derandomizing the AW matrix-valued Chernoff bound using pessimistic estimators and applications

Ahlswede and Winter introduced a Chernoff bound for matrix-valued random variables, which is a non-trivial generalization of the usual Chernoff bound for real-valued random variables. We present an efficient derandomization of their bound using the method of pessimistic estimators (see Raghavan). As a consequence, we derandomize a construction of Alon ... more >>>




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