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09/22/2022
Improving Utility for Privacy-Preserving Analysis of Correlated Columns using Pufferfish Privacy
Surveys are an important tool for many areas of social science research,...
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02/09/2022
Prediction Sensitivity: Continual Audit of Counterfactual Fairness in Deployed Classifiers
As AI-based systems increasingly impact many areas of our lives, auditin...
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11/30/2020
Towards Auditability for Fairness in Deep Learning
Group fairness metrics can detect when a deep learning model behaves dif...
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09/28/2020