Counterfactual Fairness

Counterfactual Fairness

Alan Turing Institute via YouTube Direct link

Joint Work

2 of 19

2 of 19

Joint Work

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Classroom Contents

Counterfactual Fairness

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  1. 1 Introduction
  2. 2 Joint Work
  3. 3 AI Applications
  4. 4 Deep Fundamental Problems
  5. 5 Governments
  6. 6 Algorithmic Unfairness
  7. 7 Outline
  8. 8 Definition
  9. 9 Explanation
  10. 10 Counterfactuals
  11. 11 Recent work
  12. 12 Design
  13. 13 Learning classifiers
  14. 14 Constructing unfairness functions
  15. 15 Monte Carlo approximation
  16. 16 Compass score
  17. 17 Data
  18. 18 Thank you
  19. 19 Questions

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