References

• 2012Fairness through awareness3,501 cited
• 2014Big Data's Disparate Impact3,046 cited
• 2016Equality of Opportunity in Supervised Learning2,535 cited
• 2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
• 2013Learning Fair Representations1,126 cited
• 2017Counterfactual Fairness995 cited
• 2012Fairness-Aware Classifier with Prejudice Remover Regularizer694 cited
• 2015Fairness Constraints: Mechanisms for Fair Classification644 cited
• 2017Optimized Pre-Processing for Discrimination Prevention459 cited
• 2018A Reductions Approach to Fair Classification364 cited
• 2017Avoiding Discrimination through Causal Reasoning358 cited
• 2019Path-Specific Counterfactual Fairness246 cited
• 2018The cost of fairness in binary classification190 cited
• 2018Empirical Risk Minimization under Fairness Constraints157 cited
• 2017When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness129 cited
• 2012Quantifying explainable discrimination and removing illegal discrimination in automated decision making