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20172023
most citedResidual Unfairness in Fair Machine Learning from Prejudiced Data

79 citations · 312 across the 15 of their papers we have counts for

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cs.CY2021★ 34 cited

It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks

Michelle Bao, Angela Zhou, Samantha Zottola +5

Risk assessment instrument (RAI) datasets, particularly ProPublica's COMPAS dataset, are commonly used in algorithmic fairness papers due to benchmarking practices of comparing alg…