Gui-Bo Ye

According to our database, Gui-Bo Ye authored at least 8 papers between 2008 and 2015.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2015

Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction.

Jian-Feng Cai, Xiaobo Qu, Weiyu Xu, Gui-Bo Ye

CoRR, 2015

2012

Learning sparse gradients for variable selection and dimension reduction.

Gui-Bo Ye, Xiaohui Xie

Mach. Learn., 2012

2011

Efficient variable selection in support vector machines via the alternating direction method of multipliers.

Gui-Bo Ye, Yifei Chen, Xiaohui Xie

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Split Bregman method for large scale fused Lasso.

Gui-Bo Ye, Xiaohui Xie

Comput. Stat. Data Anal., 2011

Efficient Latent Variable Graphical Model Selection via Split Bregman Method

Gui-Bo Ye, Yuanfeng Wang, Yifei Chen, Xiaohui Xie

CoRR, 2011

2010

Split Bregman Method for Sparse Inverse Covariance Estimation with Matrix Iteration Acceleration

Gui-Bo Ye, Jian-Feng Cai, Xiaohui Xie

CoRR, 2010

Variable Selection and Dimension Reduction via Sparse Gradients

Gui-Bo Ye, Xiaohui Xie

CoRR, 2010

2008

Learning and approximation by Gaussians on Riemannian manifolds.

Gui-Bo Ye, Ding-Xuan Zhou

Adv. Comput. Math., 2008