Error-rate balance and predictive parity become compatible under endogenous behavior by adjusting stakes differently across groups, introducing a new form of unequal treatment in consequences.
InProceedings of the 2016 ACM conference on innovations in theoretical computer science
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Revisiting Fairness Impossibility with Endogenous Behavior
Error-rate balance and predictive parity become compatible under endogenous behavior by adjusting stakes differently across groups, introducing a new form of unequal treatment in consequences.