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The Sensitivity of Counterfactual Fairness to Unmeasured Confounding

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References

2012Fairness through awareness3,501 cited
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2009Classifying without discriminating403 cited
2017Avoiding Discrimination through Causal Reasoning358 cited
2019Path-Specific Counterfactual Fairness246 cited
2017When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness129 cited
2018Causal Reasoning for Algorithmic Fairness74 cited

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2020Artificial mental phenomena19 cited
2020Causal Intersectionality and Fair Ranking16 cited
2023Approaches to Improve Fairness when Deploying AI-based Algorithms in Hiring – Using a Systematic Literature Review to Guide Future Research

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15 cited

2020Causal inference for social discrimination reasoning15 cited