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References

2012Fairness through awareness3,501 cited
2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
2018Ensuring Fairness in Machine Learning to Advance Health Equity1,334 cited
2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
2018Fairness definitions explained1,125 cited
2017Fairness Beyond Disparate Treatment & Disparate Impact630 cited
2015The Structure of Racism in Color-Blind, “Post-Racial” America549 cited
2016RISK, RACE, AND RECIDIVISM: PREDICTIVE BIAS AND DISPARATE IMPACT*265 cited
2005Assessing the effectiveness of jail diversion programs for persons with serious mental illness and co‐occurring substance use disorders251 cited
2019Classification with Fairness Constraints232 cited
2018A case study of algorithm-assisted decision making in child maltreatment hotline screening decisions230 cited
2012Why Unbiased Computational Processes Can Lead to Discriminative Decision Procedures128 cited
2018Racial Equity in Algorithmic Criminal Justice95 cited
2017Auditing Algorithms for Discrimination74 cited

Cited by

2024Fairness and bias correction in machine learning for depression prediction across four study populations

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36 cited

2023Ethics and Trustworthiness of AI for Predicting the Risk of Recidivism: A Systematic Literature Review30 cited

2024Algorithmic fairness in predictive policing29 cited

2023Fairness of AI in Predicting the Risk of Recidivism: Review and Phase Mapping of AI Fairness Techniques18 cited

2020Dealing with Bias and Fairness in Data Science Systems17 cited

2022Development and validation of a predictive risk model for runaway among youth in child welfare16 cited

2025Artificial Intelligence-Assisted Case Management in Social Work Services: A Systematic Review11 cited