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The simulation results “demonstrate that even if police sent to a neighborhood discover crime incidents according to the true crime rate, the … model will converge to only sending police to the neighborhood with the most crime” & “Runaway feedback in predictive policing."

Runaway Feedback Loops in Predictive Policing

Proceedings of Machine Learning Research

Ensign, Danielle / Friedler, Sorelle A / Neville, Scott / Scheidegger, Carlos / Venkatasubramanian, Suresh

Volume 81 (Proceedings of the 1st Conference on Fairness, Accountability and Transparency), pp. 160–171, 2018

http://proceedings.mlr.press/v81/ensign18a.html

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