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Classroom Contents
Kathleen Creel- Arbitrariness, Fairness, and Opportunity in Algorithmic Decision-Making Systems
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- 1 Introduction
- 2 Presentation
- 3 Arbitrariness
- 4 Moral Features
- 5 Arbitrary Decisions at Scale
- 6 Who is Likely to Be Excluded
- 7 Technical Solutions
- 8 Standardization
- 9 What is arbitrary
- 10 Linear models
- 11 How much randomness
- 12 Legal risks
- 13 Computational and technical barriers
- 14 Audience Question
- 15 Outro
