References

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• 2018Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification3,509 cited
• 2012Fairness through awareness3,501 cited
• 2014Big Data's Disparate Impact3,046 cited
• 2016Equality of Opportunity in Supervised Learning2,535 cited
• 2015Certifying and Removing Disparate Impact1,827 cited
• 2019Fairness and Abstraction in Sociotechnical Systems1,621 cited
• 2011Data preprocessing techniques for classification without discrimination1,304 cited
• 2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
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• 2018Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making491 cited
• 2017Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness403 cited
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