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Neural Network Residuals
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Classroom Contents
Re-Imagining the Social Sciences in the Age of AI - March 4, 2020
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- 1 Introduction
- 2 How People Make Decisions
- 3 How People Make Choices
- 4 Online Dating
- 5 The Model
- 6 Key Learning
- 7 Compensatory vs Non Compensatory Evaluation
- 8 Results
- 9 Summary
- 10 Cat or Dog
- 11 Image Classification Benchmark
- 12 Open AI
- 13 Human Behavior
- 14 Computer Science Psychology
- 15 Risky Choice Problem
- 16 Choice Prediction Competition
- 17 Data Collection
- 18 Evaluating Models
- 19 Expected Utility Theory
- 20 Prospect Theory
- 21 Validation Error
- 22 Literature
- 23 Estimates
- 24 Data
- 25 Domain
- 26 Data Set
- 27 Rational Choice Model
- 28 Utilitarian Model
- 29 Exploratory Data Analysis
- 30 Residuals
- 31 Scientific Regret minimization
- 32 Neural Network Residuals
- 33 Complex High Order Effects
- 34 Unexpected Interactions
- 35 Conclusions
