267 citations · 710 across the 27 of their papers we have counts for
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stat.ML2017★ 17 cited
Interpretable Active Learning
Richard L. Phillips, Kyu Hyun Chang, Sorelle A. Friedler
Active learning has long been a topic of study in machine learning. However, as increasingly complex and opaque models have become standard practice, the process of active learning…
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…