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· 2015

Certifying and Removing Disparate Impact

Michael Feldman, Sorelle A. Friedler, John Moeller, Carlos Scheidegger et al.

Short summary

This paper defines disparate impact in algorithms as a legal concept where a seemingly neutral selection process yields widely different outcomes for different protected groups.

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Field: Safety Research

Safety ResearchSocial Sciences