Can Algorithms Bend the Arc Toward Justice?

Can Algorithms Bend the Arc Toward Justice?

Santa Fe Institute via YouTube Direct link

Introduction

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1 of 20

Introduction

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Classroom Contents

Can Algorithms Bend the Arc Toward Justice?

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

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