Search Results for author: Aaron Johnson

Found 2 papers, 1 papers with code

Differentially Private Maximal Information Coefficients

1 code implementation21 Jun 2022 John Lazarsfeld, Aaron Johnson, Emmanuel Adeniran

We therefore introduce the MICr statistic, which is a new MIC approximation that is more compatible with differential privacy.

Consistency of the Maximal Information Coefficient Estimator

no code implementations8 Jul 2021 John Lazarsfeld, Aaron Johnson

The Maximal Information Coefficient (MIC) of Reshef et al. (Science, 2011) is a statistic for measuring dependence between variable pairs in large datasets.

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