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arXiv (Cornell University)· 2017· Preprint

Counterfactual Fairness

Matt J. Kusner, Joshua R. Loftus, Chris Russell, Ricardo Silva

Short summary

A new framework uses causal inference to define and measure counterfactual fairness, ensuring decisions remain the same even if an individual's demographic group changes.

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Field: Safety Research

Safety ResearchSocial Sciences