3 Risk Assessments 3 Risk Assessments
3.1. "Machine Bias" by Julia Angwin, Jeff Larson, Surya Mattu and Lauren Kirchner (ProPublica, 2016)
3.2. State of Wisconsin v. Eric Loomis (2016) - Read paragraphs 11-28 and 67-74
3.3. “COMPAS Risk Scales: Demonstrating Accuracy Equity and Predictive Parity” by Northpointe, Inc (Northpointe, 2016) - Read Executive Summary, Introduction, and Conclusion
Read Executive Summary, Introduction, and Conclusion.
3.4. “ProPublica Responds to Company’s Critique of Machine Bias Story” by Julia Angwin and Jeff Larson (ProPublica, 2016)
3.5. “Inherent Trade-Offs in the Fair Determination of Risk Scores” by Jon Kleinberg, Sendhil Mullainathan, et al. (ArXiv, 2016) - Read Introduction (p.1-3), Section 1.3, and Conclusion
Read Introduction (p.1-3), Section 1.3, and Conclusion