What Can AI Do for Me - Evaluating Machine Learning Interpretations in Cooperative Play
Association for Computing Machinery (ACM) via YouTube
Overview
Syllabus
Introduction
Machine learning success story
Limitations of machine learning
Humancentered
Traditional approach
Human performance
Communication
Evaluation framework
Quiz Bowl
Quiz Bowl online
Sentence order
Human component
Alternative answers
Explanation by examples
Explanation by features
Interface
Data
Regression analysis
Bias analysis
Fine grain analysis
Buzzing position
Failed interpretation
Conclusion
More detailed analysis
Taught by
ACM SIGCHI