Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification 
without Disparate Mistreatment

Zafar, Muhammad Bilal; Valera, Isabel; Gomez Rodriguez, Manuel; Gummadi, Krishna

doi:10.1145/3038912.3052660

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Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment

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Zafar, Muhammad Bilal
Group K. Gummadi, Max Planck Institute for Software Systems, Max Planck Society;

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Valera, Isabel
Group M. Gomez Rodriguez, Max Planck Institute for Software Systems, Max Planck Society;

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Gomez Rodriguez, Manuel
Group M. Gomez Rodriguez, Max Planck Institute for Software Systems, Max Planck Society;

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Gummadi, Krishna
Group K. Gummadi, Max Planck Institute for Software Systems, Max Planck Society;

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Zafar, M. B., Valera, I., Gomez Rodriguez, M., & Gummadi, K. (2017). Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment. In WWW'17 (pp. 1171-1180). New York, NY: ACM. doi:10.1145/3038912.3052660.

Cite as: https://hdl.handle.net/21.11116/0000-0000-DBBC-6

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