Search Results for author: Jenny Gillenwater

Found 1 papers, 0 papers with code

Duff: A Dataset-Distance-Based Utility Function Family for the Exponential Mechanism

no code implementations8 Oct 2020 Andrés Muñoz Medina, Jenny Gillenwater

Given a particular dataset and a statistic (e. g., median, mode), this function family assigns utility to a possible output o based on the number of individuals whose data would have to be added to or removed from the dataset in order for the statistic to take on value o.

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