Fairness, Rankings, and Behavioral Biases

Fairness, Rankings, and Behavioral Biases

ACM FAccT Conference via YouTube Direct link

Introduction

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1 of 21

Introduction

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Classroom Contents

Fairness, Rankings, and Behavioral Biases

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  1. 1 Introduction
  2. 2 Mental Model
  3. 3 Pipeline
  4. 4 Work style
  5. 5 Building mathematical models
  6. 6 Interpretive lens
  7. 7 Evaluating outcomes without thinking
  8. 8 Obstacles to diversity
  9. 9 The Rooney Rule
  10. 10 Effect of the Rooney Rule
  11. 11 Unconstrained Optimization
  12. 12 Abstraction Barriers
  13. 13 Building a Model
  14. 14 Results
  15. 15 Bias Surface
  16. 16 Whats Behind the Cliff
  17. 17 When to Reserve a Slot
  18. 18 Intuition
  19. 19 Discussion
  20. 20 Discussion Structure
  21. 21 Formalization

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