Machine learning and Mathematics
時 間：2025-02-21 13:30 (星期五) / 地 點：M310
于靖 院士
國立臺灣大學數學系名譽教授
國立清華大學數學系榮譽講座教授
國立臺灣師範大學數學系講座教授
We are now in the era of Artificial Intelligence. Basic mathematics has more widespread applications. Certain concepts from classical mathematics become much more prominent. I will talk about some of the stories:
- Matrix theory, i.e. Linear Algebra., particularly tensors (multilinear algebra) are crucial to AI.
- Why Convolution (in Algebra) is a key operation in AI.
- How the Chain Rule of Calculus developed into a machine learning tool.
There are more …..
Speaker: 于靖 院士
(國立臺灣大學數學系名譽教授、國立清華大學數學系榮譽講座教授、國立臺灣師範大學數學系講座教授)
Title : Machine learning and Mathematics
Time : 13:30 p.m., February 21, 2025
Place : M310, Math. Dept., National Taiwan Normal University
Coordinators : Professor Jing Yu (NTU)
Professor Hua-Chieh Li (NTNU)
Professor Liang-Chung Hsia (NTNU)