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Unified Low-Rank Matrix Estimate via Penalized Matrix Least Squares Approximation
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2019, 卷号: 30, 页码: 474-485
作者:
Chang, Xiangyu
;
Zhong, Yan
;
Wang, Yao
;
Lin, Shaobo
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/11/19
Computational model
Low-rank matrices
Multivariate linear regressions
Quantile regression
Task analysis
Unified Low-Rank Matrix Estimate via Penalized Matrix Least Squares Approximation
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2019, 卷号: 30, 期号: 2, 页码: 474-485
作者:
Chang, Xiangyu
;
Zhong, Yan
;
Lin SB(林绍波)
;
Wang Y(王尧)
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2018/07/31
Degrees of freedom
low-rank matrix estimate
multivariate linear regression
multivariate quantile regression (QR)
Unified Low-Rank Matrix Estimate via Penalized Matrix Least Squares Approximation
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 页码: 1-12
作者:
Wang Y(王尧)
;
Chang, Xiangyu
;
Zhong, Yan
;
Lin, Shaobo
;
Sun P(孙鹏)
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2018/07/31
Degrees of freedom
low-rank matrix estimate
multivariate linear regression
multivariate quantile regression (QR)
An Alternating Direction Method of Multipliers for MCP-penalized Regression with High-dimensional Data
期刊论文
ACTA MATHEMATICA SINICA-ENGLISH SERIES, 2018, 卷号: 34, 期号: 12
作者:
Shi, Yue Yong
;
Jiao, Yu Ling
;
Cao, Yong Xiu
;
Liu, Yan Yan
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/05
Alternating direction method of multipliers
coordinate descent
continuation
high-dimensional BIC
minimax concave penalty
penalized least squares
Variable selection and estimation using a continuous approximation to the L-0 penalty
期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2018, 卷号: 70, 期号: 1
作者:
Wang, Yanxin
;
Fan, Qibin
;
Zhu, Li
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
Penalized least squares
Coordinate descent algorithm
Variable selection
MBIC
Oracle property
Collaborative Penalized Least Squares for Background Correction of Multiple Raman Spectra
期刊论文
JOURNAL OF ANALYTICAL METHODS IN CHEMISTRY, 2018
作者:
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/26
An improved statistical iterative algorithm for sparse-view and limited-angle CT image reconstruction.
期刊论文
SCIENTIFIC REPORTS, 2017
作者:
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  |  
浏览/下载:30/0
  |  
提交时间:2018/02/02
A lower bound based smoothed quasi-Newton algorithm for group bridge penalized regression
期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2017, 卷号: 46, 期号: 6, 页码: 4694-4707
作者:
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  |  
浏览/下载:3/0
  |  
提交时间:2019/08/22
Lower bound rule
Group bridge
Penalized least squares
Quasi-Newton algorithm
L1 least squares for sparse high-dimensional LDA
其他
2017-01-01
Li, Yanfang
;
Jia, Jinzhu
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  |  
浏览/下载:3/0
  |  
提交时间:2017/12/03
High-dimensional LDA
Lasso
sparsity
LINEAR DISCRIMINANT-ANALYSIS
LASSO
CLASSIFICATION
REGRESSION
A lower bound based smoothed quasi-Newton algorithm for group bridge penalized regression
期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2017, 卷号: 46, 期号: 6
作者:
Cao, Yongxiu
;
Huang, Jian
;
Jiao, Yuling
;
Liu, Yanyan
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/05
Lower bound rule
Group bridge
Penalized least squares
Quasi-Newton algorithm
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