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Homepage of Xiaotian YU (余晓填) at CUHK

Ph.D. Candidate (Aug. 2014 ~ )


  • 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

Research Projects

  • Project Descriptions
  • Project Demo


Journal Publications

Book Chapters

Conference Publications

Technical Reports


References on Machine Learning and Optimization

Deterministic Optimization

1. Nesterov, Yurii. Introductory lectures on convex optimization: A basic course. (2004)

2. Boyd, Stephen, and Lieven Vandenberghe. Convex optimization. (2004)

Stochastic Convex Optimization

1. Duchi, John. Introductory lectures on stochastic optimization. (2009)

2. Ben-Tal, Aharon, Laurent El Ghaoui, and Arkadi Nemirovski. Robust optimization. (2009)

Online Learning and Online Convex Optimization

1. Shalev-Shwartz, Shai. Online learning and online convex optimization. (2011)

2. Bubeck, Sébastien. Convex optimization: Algorithms and complexity. (2014)

3. Hazan, Elad. Introduction to online convex optimization. (2016)

Learning Theory and Bandits

1. Cesa-Bianchi, Nicolo, and Gábor Lugosi. Prediction, learning, and games. (2006)

2. Bubeck, Sébastien, and Nicolo Cesa-Bianchi. Regret analysis of stochastic and nonstochastic multi-armed bandit problems. (2012)

3. Shalev-Shwartz, Shai, and Shai Ben-David. Understanding machine learning: From theory to algorithms. (2014)

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