Search Results for author: Aline Weber

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Enforcing Delayed-Impact Fairness Guarantees

no code implementations24 Aug 2022 Aline Weber, Blossom Metevier, Yuriy Brun, Philip S. Thomas, Bruno Castro da Silva

Recent research has shown that seemingly fair machine learning models, when used to inform decisions that have an impact on peoples' lives or well-being (e. g., applications involving education, employment, and lending), can inadvertently increase social inequality in the long term.

Fairness

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