Gui-Bo Ye
Gui-Bo Ye
Adresse e-mail validée de ust.hk
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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
1902014
Split Bregman method for large scale fused Lasso
GB Ye, X Xie
Computational Statistics & Data Analysis 55 (4), 1552-1569, 2011
1122011
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
582011
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
532016
Learning and approximation by Gaussians on Riemannian manifolds
GB Ye, DX Zhou
Advances in Computational Mathematics 29 (3), 291-310, 2008
392008
Fully online classification by regularization
GB Ye, DX Zhou
Applied and Computational Harmonic Analysis 23 (2), 198-214, 2007
352007
Low-rank regularization for learning gene expression programs
G Ye, M Tang, JF Cai, Q Nie, X Xie
PloS one 8 (12), e82146, 2013
172013
Learning sparse gradients for variable selection and dimension reduction
GB Ye, X Xie
machine learning, 2012
142012
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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