Differentially Private Maximal Information Coefficients

John Lazarsfeld, Aaron Johnson, Emmanuel Adéníran

Abstract: The Maximal Information Coefficient (MIC) is a powerful statistic to identify dependencies between variables. However, it may be applied to sensitive data, and publishing it could leak private info...