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- W2153996543 abstract "The problem of mutual information (MI) estimation based on data-dependent partition is addressed in this work. Sufficient conditions are stipulated on a histogram-based construction to guarantee a strong consistent estimate for the MI. The practical implications of this result are in the specification of a range of design parameters for two data-driven histogram-based approaches - statistically equivalent blocks and tree-structure vector quantizations - to yield density-free strongly consistent estimates for the MI." @default.
- W2153996543 created "2016-06-24" @default.
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- W2153996543 date "2010-06-01" @default.
- W2153996543 modified "2023-10-03" @default.
- W2153996543 title "On data-driven histogram-based estimation for mutual information" @default.
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- W2153996543 doi "https://doi.org/10.1109/isit.2010.5513635" @default.
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