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4. Julia Angwin Jeff Larson Surya Mattu Lauren Kirchner and Probublica. 2016. Machine Bias. There 's Software Used across the Country to Predict Future Criminals. And It's Biased against Blacks. https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing. Julia Angwin Jeff Larson Surya Mattu Lauren Kirchner and Probublica. 2016. Machine Bias. There 's Software Used across the Country to Predict Future Criminals. And It's Biased against Blacks. https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing.
5. The hidden assumptions behind counterfactual explanations and principal reasons