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Group-Sparse SVD Models via L-1- and L-0-norm Penalties and their Applications in Biological Data 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 2, 页码: 536-550
Authors:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
Favorite  |  View/Download:3/0  |  Submit date:2021/04/26
Sparse SVD  low-rank matrix decomposition  group-sparse penalty  overlapping group-sparse penalty  coordinate descent method  alternating direction method of multipliers (ADMM)  data mining  
Identification of local sparsity and variable selection for varying coefficient additive hazards models 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018, 卷号: 125, 页码: 119-135
Authors:  Qu, Lianqiang;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:68/0  |  Submit date:2018/07/30
Additive hazards models  Group penalty  Kernel smoothing  Local sparsity  Oracle property  Varying coefficients  
Concave group methods for variable selection and estimation in high-dimensional varying coefficient models 期刊论文
Science China Mathematics,, 2014, 卷号: 57, 期号: 10, 页码: 2073-2090
Authors:  Yang GuangRen;  Huang Jian;  Zhou Yong
Favorite  |  View/Download:0/0  |  Submit date:2021/01/14
A PTAS for parallel batch scheduling with rejection and dynamic job arrivals 期刊论文
THEORETICAL COMPUTER SCIENCE, 2009, 卷号: 410, 期号: 27-29, 页码: 2732-2745
Authors:  Cao, Zhigang;  Yang, Xiaoguang
Favorite  |  View/Download:10/0  |  Submit date:2018/07/30
Scheduling  Parallel batch  Dynamic job arrivals  Rejection  PTAS