| Data-driven tight frame construction and image denoising JF Cai, H Ji, Z Shen, GB Ye Applied and Computational Harmonic Analysis 37 (1), 89-105, 2014 | 265 | 2014 |
| Split Bregman method for large scale fused Lasso GB Ye, X Xie Computational Statistics & Data Analysis 55 (4), 1552-1569, 2011 | 121 | 2011 |
| Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction JF Cai, X Qu, W Xu, GB Ye Applied and computational harmonic analysis 41 (2), 470-490, 2016 | 83 | 2016 |
| Efficient variable selection in support vector machines via the alternating direction method of multipliers GB Ye, Y Chen, X Xie Proceedings of the Fourteenth International Conference on Artificial …, 2011 | 70 | 2011 |
| Learning and approximation by Gaussians on Riemannian manifolds. GB Ye, DX Zhou Advances in Computational Mathematics 29 (3), 2008 | 44 | 2008 |
| Fully online classification by regularization GB Ye, DX Zhou Applied and Computational Harmonic Analysis 23 (2), 198-214, 2007 | 39 | 2007 |
| Learning sparse gradients for variable selection and dimension reduction GB Ye, X Xie machine learning, 2012 | 24 | 2012 |
| Low-rank regularization for learning gene expression programs G Ye, M Tang, JF Cai, Q Nie, X Xie PloS one 8 (12), e82146, 2013 | 22 | 2013 |
| SVM learning and Lp approximation by Gaussians on Riemannian manifolds GB Ye, DX Zhou Analysis and Applications 7 (03), 309-339, 2009 | 15 | 2009 |
| Approximation of frame based missing data recovery JF Cai, Z Shen, GB Ye Applied and Computational Harmonic Analysis 31 (2), 185-204, 2011 | 10 | 2011 |
| Efficient latent variable graphical model selection via split bregman method GB Ye, Y Wang, Y Chen, X Xie arXiv preprint arXiv:1110.3076, 2011 | 6 | 2011 |
| Correction: low-rank regularization for learning gene expression programs G Ye, M Tang, JF Cai, Q Nie, X Xie Plos one 9 (1), 2014 | 2 | 2014 |
| Split Bregman Method for Sparse Inverse Covariance Estimation with Matrix Iteration Acceleration GB Ye, JF Cai, X Xie Arxiv preprint arXiv:1012.0975, 2010 | 1 | 2010 |
| www. elsevier. com/locate/acha AZ Averbuch, RG Baraniuk, S Bishop, PT Boufounos, J Bremer, JF Cai, ... Appl. Comput. Harmon. Anal 31, 469, 2011 | | 2011 |
| Variable Selection and Dimension Reduction via Sparse Gradients GB Ye, X Xie | | 2010 |
Jian-Feng CaiProfessor of Mathematics, Hong Kong University of Science and TechnologyVerified email at ust.hk
