Academic Events, Training
MDI Workshop: When is AI biased? Measuring Fairness in Machine Learning Models
The Massive Data Institute
invites you to a workshop on
When is AI biased? Measuring Fairness in Machine Learning Models
with
Dr. Agoritsa Polyzou
Fritz Family Postdoctoral Fellow
Fritz Family Postdoctoral Fellow
Thursday, March 25th & Friday, March 26th
10-11:30 am EDT
10-11:30 am EDT
—
Even if you have limited knowledge about machine learning and how it works, it is impacting many aspects of your life.
Nowadays, more and more decisions are being made using algorithms and predictive models. Unfortunately, some of these models discriminate against certain subpopulations. This workshop will begin by explaining how a machine learning model works. We will then examine how a model might be biased and how different types of bias can infiltrate learning algorithms. We then consider different approaches for measuring unfairness and present different methods for reducing unfairness.
Click here for more information or to RSVP