From Parity to Preference-based Notions of Fairness in Classification

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

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From Parity to Preference-based Notions of Fairness in Classification

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Zafar, Muhammad Bilal
Group K. Gummadi, 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., & Weller, A. (2017). From Parity to Preference-based Notions of Fairness in Classification. In I. Guyon, U. V. Luxburg, S. Bengio, H. Wallach, R. Fergus, S. Vishwanathan, et al. (Eds.), Advances in Neural Information Processing Systems 30 (pp. 229-239). Curran Associates.

Cite as: https://hdl.handle.net/21.11116/0000-0000-AE30-6

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