Gui-Bo Ye

Education

• Ph.D. in Applied Mathematics, Fudan University, 2002--2007.
• B.Sc. in Mathematics and Applied Mathematics, Zhejiang Normal University, 1998--2002.

Experience

• Research Fellow, Department of Mathematics, National University of Singapore, 09/2008-present.
• Senior Research Associate, Department of Mathematics, City University of Hong Kong, 08/2007--08/2008.
• Research Assistant, Department of Mathematics, City University of Hong Kong, 09/2005--11/2005, 06/2006--08/2006, 10/2006--04/2007.

Awards

• Dr. Luk Chung Lam (first prize) Scholarship, Fudan University, 2004.
• First prize scholarships, Zhejiang Normal University, 1999,2000,2001.

Research Areas

Statistical learning theory, Machine learning

Publications

1. G.-B. Ye, and D.-X. Zhou, SVM Learning and approximation by Gaussians on Riemannian manifolds, Analysis and Applications, to appear.
2. G.-B. Ye, and D.-X. Zhou, Learning and approximation by Gaussians on Riemannian manifolds, Adv. Comput. Math., 29(3):291--310, 2008.
3. G.-B. Ye, and D.-X. Zhou, Fully online classification by regularization, Appl. Comput. Harmon. Anal., 23(2):198--214, 2007.

Talks

1. 30-min talk, Summer School on Mathematical Imaging and Digital Media, National University of Singapore, Singapore, May 26-- June 6, 2008.
2. 15-min talk, Fourth Pacific Rim Conference on Mathematics, City University of Hong Kong, Hong Kong, Dec 7--11, 2007.
3. 20-min talk, Third International Conference on Computational Harmonic Analysis, Fudan University, Shanghai, June 18--22, 2007.

Professional Services

1. Local Organizer, Third International Conference on Computational Harmonic Analysis, Fudan University, Shanghai, June 18--22, 2007.