Gui-Bo Ye

Publication Activity (10 Years)

Years Active: 2008-2015
Publications (10 Years): 1

Top Topics

Binary Matrices

Sparsity Inducing

Top Venues

Publications

Jian-Feng Cai, Xiaobo Qu, Weiyu Xu, Gui-Bo Ye
Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction. CoRR (2015)
Gui-Bo Ye, Xiaohui Xie
Learning sparse gradients for variable selection and dimension reduction. Mach. Learn. 87 (3) (2012)
Gui-Bo Ye, Xiaohui Xie
Split Bregman method for large scale fused Lasso. Comput. Stat. Data Anal. 55 (4) (2011)
Gui-Bo Ye, Yuanfeng Wang, Yifei Chen, Xiaohui Xie
Efficient Latent Variable Graphical Model Selection via Split Bregman Method CoRR (2011)
Gui-Bo Ye, Yifei Chen, Xiaohui Xie
Efficient variable selection in support vector machines via the alternating direction method of multipliers. AISTATS (2011)
Gui-Bo Ye, Jian-Feng Cai, Xiaohui Xie
Split Bregman Method for Sparse Inverse Covariance Estimation with Matrix Iteration Acceleration CoRR (2010)
Gui-Bo Ye, Xiaohui Xie
Split Bregman method for large scale fused Lasso CoRR (2010)
Gui-Bo Ye, Xiaohui Xie
Variable Selection and Dimension Reduction via Sparse Gradients CoRR (2010)
Gui-Bo Ye, Ding-Xuan Zhou
Learning and approximation by Gaussians on Riemannian manifolds. Adv. Comput. Math. 29 (3) (2008)