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· 2017

Algorithmic Decision Making and the Cost of Fairness

Sam Corbett‐Davies, Emma Pierson, Avi Feller, Sharad Goel et al.

Short summary

Algorithms used for pretrial release decisions can be optimized for public safety by applying a single, uniform risk threshold to all defendants, but this approach may conflict with fairness constraints designed to reduce racial disparities.

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Field: Safety Research

Safety ResearchSocial Sciences