Assessing and mitigating unfairness in AI systems
10:00am - 10:25am on Friday, October 1 in OnlineManojit Nandi
- Watch:
- https://youtu.be/9T91U4RjLnk
Description
While fairness has become an increasingly popular topic in machine learning and data science, many data scientist struggle with how to incorporate fairness assessments and unfairness techniques into their work. We will cover formal frameworks for assessing ML systems for fairness-related harms and how to apply different algorithmic techniques for mitigating unfairness in trained models.