A new utility-based framework optimizes performance-fairness trade-offs in decisions by modeling decision-maker and decision-subject utilities and using a social planner's utility to capture group inequalities under different justice principles.
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First-See-Then-Design: A Multi-Stakeholder View for Optimal Performance-Fairness Trade-Offs
A new utility-based framework optimizes performance-fairness trade-offs in decisions by modeling decision-maker and decision-subject utilities and using a social planner's utility to capture group inequalities under different justice principles.