To Bridge the Gap Between AI and Finance
Organizers
Speaker
Xing Yan
Time
Monday, December 8, 2025 2:35 PM - 3:15 PM
Venue
A6-101
Online
Zoom 388 528 9728
(BIMSA)
Abstract
This talk will focus on the interdisciplinary area of machine learning and finance. Machine learning in finance has unique characteristics. Directly applying existing machine learning models is easy, but not good enough. I will explore the following finance research topics with machine learning: Tail Modeling and Risk Management, Portfolio Optimization, and Financial Derivatives. Besides, this talk will aslo cover some general machine learning topics, such as Uncertainty Quantification and Out-of-Distribution (OOD) Generalization.