48 citations · 95 across the 9 of their papers we have counts for
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stat.ME2016
Impartial Predictive Modeling and the Use of Proxy Variables
Kory D. Johnson, Dean P. Foster, Robert A. Stine
Fairness aware data mining (FADM) aims to prevent algorithms from discriminating against protected groups. The literature has come to an impasse as to what constitutes explainable…
stat.ME2015★ 2 cited
Fitting High-Dimensional Interaction Models with Error Control
Kory D. Johnson, Robert A. Stine, Dean P. Foster
There is a renewed interest in polynomial regression in the form of identifying influential interactions between features. In many settings, this takes place in a high-dimensional…