Search Results for author: Christine Task

Found 2 papers, 0 papers with code

Privacy and Bias Analysis of Disclosure Avoidance Systems

no code implementations28 Jan 2023 Keyu Zhu, Ferdinando Fioretto, Pascal Van Hentenryck, Saswat Das, Christine Task

The results show that, contrary to popular beliefs, traditional differential privacy techniques may be superior in terms of accuracy and fairness to differential private counterparts of widely used DA mechanisms.

Fairness

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