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