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Causality
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Classroom Contents
Extending the Theory of ML for Human-Centric Applications
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- 1 Introduction
- 2 Examples of ML
- 3 Use of histories of arrests
- 4 The short answer
- 5 Better testing
- 6 Unfair predictions
- 7 Human guinea pigs
- 8 Causality
- 9 Concerns
- 10 Historical data
- 11 The legal system
- 12 The cost of mistakes
- 13 Active research
- 14 Drivingcentric object detection
- 15 Example
- 16 Hypothesis
- 17 Facial Recognition
- 18 Images
