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Equity and Access in Algorithms, Mechanisms, and Optimization

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References

2010Status and Trends in the Education of Racial and Ethnic Groups1,145 cited
2017Counterfactual Fairness1,096 cited
2016Race as a Bundle of Sticks: Designs that Estimate Effects of Seemingly Immutable Characteristics420 cited
2021Measurement and Fairness396 cited
2020Towards a critical race methodology in algorithmic fairness295 cited
2019Disparate Interactions275 cited
2019Delayed Impact of Fair Machine Learning211 cited
2018Fairness in Decision-Making — The Causal Explanation Formula202 cited
2020An Intersectional Definition of Fairness200 cited
2021Fairness, Equality, and Power in Algorithmic Decision-Making149 cited
2019A Moral Framework for Understanding Fair ML through Economic Models of Equality of Opportunity141 cited
2019Racial categories in machine learning110 cited
2017Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer90 cited
2020What's sex got to do with machine learning?76 cited
2020Fair classification and social welfare75 cited
2019Balanced Ranking with Diversity Constraints

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52 cited

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2024Artificial intelligence and algorithmic bias? Field tests on social network with teens19 cited