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To Bridge the Gap Between AI and Finance

组织者

尤瓦尔·佩雷斯 , 阿尔坦·谢什马尼 , 史冬波 , 巴特·弗拉尔 , 侯赛因·亚瓦尔塔努

演讲者

严兴

时间

2025年12月08日 14:35 至 15:15

地点

A6-101

线上

Zoom 388 528 9728 (BIMSA)

摘要

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.