Gui-Bo Ye
Gui-Bo Ye
Verified email at ust.hk
Title
Cited by
Cited by
Year
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
2122014
Split Bregman method for large scale fused Lasso
GB Ye, X Xie
Computational Statistics & Data Analysis 55 (4), 1552-1569, 2011
1132011
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
662016
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
602011
Learning and approximation by Gaussians on Riemannian manifolds
GB Ye, DX Zhou
Advances in Computational Mathematics 29 (3), 291-310, 2008
412008
Fully online classification by regularization
GB Ye, DX Zhou
Applied and Computational Harmonic Analysis 23 (2), 198-214, 2007
372007
Low-rank regularization for learning gene expression programs
G Ye, M Tang, JF Cai, Q Nie, X Xie
PloS one 8 (12), e82146, 2013
182013
Learning sparse gradients for variable selection and dimension reduction
GB Ye, X Xie
machine learning, 2012
152012
SVM learning and Lp approximation by Gaussians on Riemannian manifolds
GB Ye, DX Zhou
Analysis and Applications 7 (03), 309-339, 2009
112009
Approximation of frame based missing data recovery
JF Cai, Z Shen, GB Ye
Applied and Computational Harmonic Analysis 31 (2), 185-204, 2011
82011
Efficient latent variable graphical model selection via split bregman method
GB Ye, Y Wang, Y Chen, X Xie
arXiv preprint arXiv:1110.3076, 2011
62011
Correction: low-rank regularization for learning gene expression programs
G Ye, M Tang, JF Cai, Q Nie, X Xie
PloS one 9 (1), 2014
22014
Split Bregman Method for Sparse Inverse Covariance Estimation with Matrix Iteration Acceleration
GB Ye, JF Cai, X Xie
Arxiv preprint arXiv:1012.0975, 2010
12010
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
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Articles 1–15