799 citations · 2.4k across the 46 of their papers we have counts for
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stat.AP2018★ 603 cited
Prediction-Based Decisions and Fairness: A Catalogue of Choices, Assumptions, and Definitions
Shira Mitchell, Eric Potash, Solon Barocas +2
A recent flurry of research activity has attempted to quantitatively define "fairness" for decisions based on statistical and machine learning (ML) predictions. The rapid growth of…
cs.CY2018★ 10 cited
Debiasing Desire: Addressing Bias & Discrimination on Intimate Platforms
Jevan Hutson, Jessie G. Taft, Solon Barocas +1
Designing technical systems to be resistant to bias and discrimination represents vital new terrain for researchers, policymakers, and the anti-discrimination project more broadly.…