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May 24, 2024Open Access

Fairness-Accuracy Trade-Offs: A Causal Perspective

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Authors

DPDrago PlečkoEBElias Bareinboim

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Cite This Study

Plečko et al. (2024) studied this question.

synapsesocial.com/papers/68e68aacb6db6435876122aehttps://doi.org/10.48550/arxiv.2405.15443
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Also Consider

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  3. 3Reconciling Predictive and Statistical Parity: A Causal Approach2024 · 3 citations
  4. 4Counterfactual Fairness by Combining Factual and Counterfactual Predictions2024
  5. 5Learning Individually Fair Classifier with Path-Specific Causal-Effect Constraint2020 · 4 citations