Start Date
10-17-2017 10:30 AM
Description
Outline:
What can go Wrong in Machine Learning?
- Unfair Machine Learning
- Iterated Bias & Polarization
- Black Box models
Tell me more: Counter-Polarization
Tell me why: Explanation Generation
Included in
Oct 17th, 10:30 AM
Tell me Why? Tell me More! Explaining Predictions, Iterated Learning Bias, and Counter-Polarization in Big Data Discovery Models
Outline:
What can go Wrong in Machine Learning?
- Unfair Machine Learning
- Iterated Bias & Polarization
- Black Box models
Tell me more: Counter-Polarization
Tell me why: Explanation Generation
Speaker's Bio
Dr. Olfa Nasraoui is Professor and Endowed Chair, Computer Engineering and Computer Science at the University of Louisville.