Institute for Mathematical Sciences

Machine Learning and Its Applications Part 2

(3 - 21 Oct 2022)

General Enquiries: ims(AT)nus.edu.sg
Scientific Aspects Enquiries: qianxiao(AT)nus.edu.sg

This workshop focuses on theory and applications of machine learning. On the theoretical side we will discuss mathematical issues on deep learning and reinforcement learning, ranging from approximation, optimization and generalization problems. Another topic is learning with limited resources. On the application side, we will focus on the application of machine learning for imaging problems from computer vision and medical imaging.

  • Tutorial sessions on learning theory, practical machine learning and image processing
  • Invited talks on machine learning theory
  • Invited talks on machine learning applications in imaging and related areas

Group photo will be uploaded at a later date.