Mathematical Understanding of Artificial Intelligence
February 12, 2022
Presented by Jinchao Xu
Verne M. Willaman Professor of Mathematics at Penn State
In this talk, Xu will give an elementary introduction of basic deep learning models and training algorithms from a mathematical viewpoint to explain how some popular deep learning models work. Most of the talk will be accessible to audience members who have a basic knowledge of calculus and matrices. Xu will also touch on advanced topics to demonstrate the potential of new mathematical insights for improving the efficiency of deep learning technologies.