Efficient Fairness-Performance Pareto Front Computation

NeurIPSSpotlight2025

Authors
Mark Kozdoba, Binyamin Perets, Shie Mannor
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

There is a well known intrinsic trade-off between the fairness of a representation and the performance of classifiers derived from the representation…

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Topics

efficient fairness

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