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Found 2 papers, 1 papers with code
Prevention is better than cure: a case study of the abnormalities detection in the chest
Based on this use case, we show how to monitor data and model balance (fairness) throughout the life cycle of a predictive model, from data acquisition to parity analysis of model scores.
fairmodels: A Flexible Tool For Bias Detection, Visualization, And Mitigation
The package includes a series of methods for bias mitigation that aim to diminish the discrimination in the model.
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