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Table of Contents
Homepage of Xiaotian YU (余晓填) at CUHK
Ph.D. Candidate (Aug. 2014 ~ )
Biography
- Biography
- Curriculum Vitae
- Research Interests
- Teaching and Industrial Experiences
- Education
- Personal Hobby
Rm 1024, Ho Sin-Hang Engineering Building,
Department of Computer Science and Engineering,
CUHK, N.T., Hong Kong
Email: xtyu@cse.cuhk.edu.hk
Research Projects
- Project Descriptions
- Project Demo
Publications
Journal Publications
Book Chapters
Conference Publications
Technical Reports
Miscellaneous
Machine Learning References
Deterministic Optimization
1. Nesterov, Yurii. Introductory lectures on convex optimization: A basic course.
https://link.springer.com/book/10.1007%2F978-1-4419-8853-9
2. Boyd, Stephen, and Lieven Vandenberghe. Convex optimization.
https://web.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf
Stochastic Convex Optimization
1. Duchi, John. Introductory lectures on stochastic optimization.
https://stanford.edu/~jduchi/PCMIConvex/Duchi16.pdf
