58 citations · 89 across the 2 of their papers we have counts for
2 papers
stat.ME2022★ 31 cited
De-biasing "bias" measurement
Kristian Lum, Yunfeng Zhang, Amanda Bower
When a model's performance differs across socially or culturally relevant groups--like race, gender, or the intersections of many such groups--it is often called "biased." While mu…
stat.ML2016★ 58 cited
A statistical framework for fair predictive algorithms
Kristian Lum, James Johndrow
Predictive modeling is increasingly being employed to assist human decision-makers. One purported advantage of replacing human judgment with computer models in high stakes settings…