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What should the Metric Capture?
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Classroom Contents
Finding Fairness - Incorporating Societal Values in Computer Algorithms
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- 1 Intro
- 2 Sample Space of an Experiment
- 3 Differentially Private Data Analysis
- 4 Fundamental Law of Info Recovery
- 5 Privacy Preserving Data Analysis?
- 6 Differential Privacy
- 7 Teachings vs Participation
- 8 Did You Floss Last Night?
- 9 Conditional Probability
- 10 Classification Algorithms
- 11 Defining Fairness for Groups • Group fairness properties are statistical requirements
- 12 Defining Fairness for Groups Group fairness properties are statistical requirements
- 13 What should the Metric Capture?
- 14 Fair Affirmative Action via Rankings
- 15 FAA via Metrics (highly simplified) Sage
