Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions

Feb-12-2026, 00:11:54 GMT–Neural Information Processing Systems

We then quantify epistemic discrimination as the gap between a model's accuracy when fairness constraints are

artificial intelligence, data mining, machine learning, (16 more...)

Neural Information Processing Systems

Feb-12-2026, 00:11:54 GMT

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Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions
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