Construct · 1 fields · 1 citations

runaway feedback loops in predictive policing: a standalone construct

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Algorithmic fairness

police sent where a model predicts crime record more incidents there, which feeds back into the model and concentrates patrols further.

In algorithmic fairness, runaway feedback loops in predictive policing refers to police sent where a model predicts crime record more incidents there, which feeds back into the model and concentrates patrols further. This meaning comes from Ensign (2017) in arXiv.[1]

Unit
Recovery means
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Nearby constructs

fairness4 fields · 4 citationsjingle · one word, four constructs feedback4 fields · 5 citationsjingle · one word, four constructs model3 fields · 3 citationsjingle · one word, three constructs

References

Ensign, D., Friedler, S. A., Neville, S., Scheidegger, C., & Venkatasubramanian, S. (2017). Runaway Feedback Loops in Predictive Policing. arXiv. https://doi.org/10.48550/arxiv.1706.09847

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