Demographic bias in misdiagnosis by computational pathology models - Nature Medicine

[ICLR 2026] Official codebase of "Person-Centric Annotations of LAION-400M: Auditing Bias and Its Transfer to Models"

Demographically-Informed Prediction Discrepancy Index: Early Warnings of Demographic Biases for Unlabeled Populations

Fairness audit of Detoxify's toxicity classifier on Civil Comments quantifying demographic bias via FPR disparity, subgroup AUC, counterfactual analysis, and intersectionality, with threshold-optimization mitigation