Evening@SMART: Explainable and Trustworthy Machine Learning
Wednesday, April 2, 20255:00 p.m.-7:00 p.m.
USMSM SMART Building
Lauren Bacon
301 226 6033
lbacon1@umd.edu
https://matrix.umd.edu/events/eveningsmart
April 2, 2025: Dr. Sanghamitra Dutta
"Explainable and Trustworthy Machine Learning"
Dr. Sanghamitra Dutta
Assistant Professor
Department of Electrical and Computer Engineering
University of Maryland, College Park
Biography
How do we ensure that the machine learning algorithms in high-stakes applications are explainable and trustworthy? Towards addressing this urgent question, this talk will showcase several explanation strategies deep-rooted in mathematical foundations. Full abstract
Registration: https://go.umd.edu/evening-smart-0402
Presentation will be at the USMSM SMART Building, 44219 Airport Road, California, MD 20619
Agenda
5:00-5:30 - Networking with refreshments
5:30-6:30 - Presentation
6:30-7:00 - Q&A and discussion