[NTNU Number Theory Seminar] 【February 21】Jing Yu / Machine learning and Mathematics
by 李君柔 | 2025-02-14 09:47:04
Machine learning and Mathematics
Time：2025-02-21 13:30 (Fri.) / Place：M310
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: Prof. Jing Yu
(National Taiwan University. National Tsing Hua University. National Taiwan Normal University)
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)
Source URL: https://cantor.math.ntnu.edu.tw/index.php/en/2025/02/14/1131129_en_seminar-2/