(15 Mar 2021–02 Apr 2021)
Organizing Committee
- Peter Bartlett (Simons Institute for the Theory of Computing, UC Berkeley)
- Jiashi Feng (National University of Singapore)
- Hui Ji (National University of Singapore)
- Qianxiao Li (National University of Singapore)
- Anqi Qiu (National University of Singapore)
- Jonathan Scarlett (National University of Singapore)
- Csaba Szepesvari (Simons Institute for the Theory of Computing, University of Alberta) (Simons Institute for the Theory of Computing, University of Alberta)
- Vincent Y. F. Tan (National University of Singapore)
- Alexandre Hoang Thiery (National University of Singapore)
- Thomas, Xin Tong (National University of Singapore)
- Wanjie Wang (National University of Singapore)
- Haizhao Yang (National University of Singapore)
- Angela Yao (National University of Singapore)
Contact Information
General Enquiries: ims(AT)nus.edu.sg
Scientific Aspects Enquiries: qianxiao(AT)nus.edu.sg
Overview
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.
Activities
- Online scientific talks will be arranged.
List of Participants
| Peter Bartlett | Simons Institute for the Theory of Computing, UC Berkeley, USA |
| Jiashi Feng | National University of Singapore, Singapore |
| Hui Ji | National University of Singapore, Singapore |
| Qianxiao Li | National University of Singapore, Singapore |
| Anqi Qiu | National University of Singapore, Singapore |
| Jonathan Scarlett | National University of Singapore, Singapore |
| Csaba Szepesvari | Simons Institute for the Theory of Computing, University of Alberta, USA |
| Vincent Y. F. Tan | National University of Singapore, Singapore |
| Alexandre Hoang Thiery | National University of Singapore, Singapore |
| Thomas, Xin Tong | National University of Singapore, Singapore |
| Wanjie Wang | National University of Singapore, Singapore |
| Haizhao Yang | National University of Singapore, Singapore |
| Angela Yao | National University of Singapore, Singapore |