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Sequential functional quantization

Published • Jul 1, 2013
Authors:
Vinith Misra
,
Krishnamurthy Viswanathan

Abstract

We consider the problem of lossy estimation of an arbitrary smooth function of correlated data in a stream. In this problem, a user sequentially observes correlated random variables and wants to construct an estimate of the specified function so that the mean squared estimation error is small. Techn...

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