58 citations · 211 across the 22 of their papers we have counts for
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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…
stat.ME2016
Estimating the observable population size from biased samples: a new approach to population estimation with capture heterogeneity
James E. Johndrow, Kristian Lum, Daniel Manrique-Vallier
Capture-recapture methods aim to estimate the size of a closed population on the basis of multiple incomplete enumerations of individuals. In many applications, the individual prob…