OxEnsemble improves fairness-accuracy trade-offs in low-data medical imaging by training fairness-constrained ensemble members and aggregating predictions with theoretical guarantees.
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OxEnsemble: Fair Ensembles for Low-Data Classification
OxEnsemble improves fairness-accuracy trade-offs in low-data medical imaging by training fairness-constrained ensemble members and aggregating predictions with theoretical guarantees.