Re-Imagining the Social Sciences in the Age of AI - March 4, 2020
Institute for Advanced Study via YouTube
Overview
Syllabus
Introduction
How People Make Decisions
How People Make Choices
Online Dating
The Model
Key Learning
Compensatory vs Non Compensatory Evaluation
Results
Summary
Cat or Dog
Image Classification Benchmark
Open AI
Human Behavior
Computer Science Psychology
Risky Choice Problem
Choice Prediction Competition
Data Collection
Evaluating Models
Expected Utility Theory
Prospect Theory
Validation Error
Literature
Estimates
Data
Domain
Data Set
Rational Choice Model
Utilitarian Model
Exploratory Data Analysis
Residuals
Scientific Regret minimization
Neural Network Residuals
Complex High Order Effects
Unexpected Interactions
Conclusions
Taught by
Institute for Advanced Study