Learning and approximation by Gaussians on Riemannian manifolds. - Gui-Bo Ye; Ding-Xuan Zhou (Adv. Comput. Math., 2008)

Variable Selection and Dimension Reduction via Sparse Gradients - Gui-Bo Ye; Xiaohui Xie (CoRR, 2010)

Split Bregman Method for Sparse Inverse Covariance Estimation with Matrix Iteration Acceleration - Gui-Bo Ye; Jian-Feng Cai 001; Xiaohui Xie (CoRR, 2010)

Efficient Latent Variable Graphical Model Selection via Split Bregman Method - Gui-Bo Ye; Yuanfeng Wang; Yifei Chen; Xiaohui Xie (CoRR, 2011)

Split Bregman method for large scale fused Lasso. - Gui-Bo Ye; Xiaohui Xie (Comput. Stat. Data Anal., 2011)

Efficient variable selection in support vector machines via the alternating direction method of multipliers. - Gui-Bo Ye; Yifei Chen; Xiaohui Xie (AISTATS, 2011)

Learning sparse gradients for variable selection and dimension reduction. - Gui-Bo Ye; Xiaohui Xie (Mach. Learn., 2012)

Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction. - Jian-Feng Cai 001; Xiaobo Qu 001; Weiyu Xu; Gui-Bo Ye (CoRR, 2015)