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Machine learning pipeline
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Classroom Contents
Can Algorithms Bend the Arc Toward Justice?
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- 1 Introduction
- 2 Group fairness notions
- 3 Machine learning pipeline
- 4 Fairness gerrymandering
- 5 Intersectionality
- 6 Fairness vs Accuracy
- 7 Remarks
- 8 Discussion
- 9 Transparency
- 10 Barriers of Meaning
- 11 Arnold Public Safety Assessment
- 12 Barrier of Meaning
- 13 Study Results
- 14 Accuracy
- 15 Predictive Policing
- 16 What happens to the algorithm
- 17 Rearrest rates
- 18 Questions
- 19 Question for Chris
- 20 Question for Michael
