Professor Haizhang Zhang Pan was invited to give a lecture

发布时间: 2023-11-23 21:28:00

Topic： Mathematics in Machine Learning

Speaker：Haizhang Zhang

Time：2023-11-21 15:00-16:00

Tencent Meeting ID： 656-4902-4546

Introduction：

    This talk intends to present the main mathematical knowledgeand methods involved in machine learning. It begins with an introduction to machine learning and its applications, and discusses the far-reaching impact that machine learning can have. The main part of the report is to use support vector machines, generative adversarial networks, speech recognition, PageRank, deep neural networks as examples to introduce the mathematics in machine learning, emphasizethe important role of mathematics in artificial intelligence. FinalIy, the basic mathematics courses involved in machine learning areintroduced, and the curriculum system and development direction ofmathematics maiors are discussed.

Organizer

School of Mathematical Sciences, South China Normal University, Machine Learning and Optimization Computing Laboratory

Co-organizers

Guangdong Young Scientists Association

Guangdong Computational Mathematical Society