Search Results for author: John R. Mahoney

Found 1 papers, 0 papers with code

Trimming the Independent Fat: Sufficient Statistics, Mutual Information, and Predictability from Effective Channel States

no code implementations7 Feb 2017 Ryan G. James, John R. Mahoney, James P. Crutchfield

The theoretically ideal implementation is the use of minimal sufficient statistics, where it is well-known that either X or Y can be replaced by their minimal sufficient statistic about the other while preserving the mutual information.

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