"disparate impact" Papers

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Conformal Prediction Sets Can Cause Disparate Impact

Jesse Cresswell, Bhargava Kumar, Yi Sui et al.

ICLR 2025arXiv:2410.01888
8
citations

An Information-Flow Perspective on Algorithmic Fairness

Samuel Teuber, Bernhard Beckert

AAAI 2024paperarXiv:2312.10128

Reconciling Predictive and Statistical Parity: A Causal Approach

Drago Plecko, Elias Bareinboim

AAAI 2024paperarXiv:2306.05059
2
citations