d4c2f25bf0c33065b7d4fb9be2a9add1-Paper-Conference.pdf

Neural Information Processing Systems 

We call this distinction thediscrimination risk. We prove that a higher discrimination risk can amplify the unfairness of a machine learning model applied totheimputed data.

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