123 citations · 366 across the 30 of their papers we have counts for
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cs.CY2017
Fair Pipelines
Amanda Bower, Sarah N. Kitchen, Laura Niss +3
This work facilitates ensuring fairness of machine learning in the real world by decoupling fairness considerations in compound decisions. In particular, this work studies how fair…
cs.CY2017★ 123 cited
Runaway Feedback Loops in Predictive Policing
Danielle Ensign, Sorelle A. Friedler, Scott Neville +2
Predictive policing systems are increasingly used to determine how to allocate police across a city in order to best prevent crime. Discovered crime data (e.g., arrest counts) are…