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A semismooth Newton based augmented Lagrangian method for nonsmooth optimization on matrix manifolds 期刊论文
MATHEMATICAL PROGRAMMING, 2022, 页码: 61
作者:  Zhou, Yuhao;  Bao, Chenglong;  Ding, Chao;  Zhu, Jun
收藏  |  浏览/下载:93/0  |  提交时间:2023/02/07
Nonsmooth manifold optimization  Semismooth Newton method  Augmented Lagrangian method  Riemannian manifold  
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Min, Wenwen;  Wan, Xiang;  Chang, Tsung-Hui;  Zhang, Shihua
收藏  |  浏览/下载:158/0  |  提交时间:2022/04/02
Gene expression  Biology  Biological system modeling  Principal component analysis  Mathematical model  Data models  Big Data  Absolute-valued graph regularization  graph regularization  sparse learning  structured sparse singular value decomposition (SVD)  
Uniqueness in inverse electromagnetic scattering problem with phaseless far-field data at a fixed frequency 期刊论文
IMA JOURNAL OF APPLIED MATHEMATICS, 2020, 卷号: 85, 期号: 6, 页码: 823-839
作者:  Xu, Xiaoxu;  Zhang, Bo;  Zhang, Haiwen
收藏  |  浏览/下载:176/0  |  提交时间:2021/04/26
uniqueness  inverse electromagnetic scattering  phaseless far-field pattern  impenetrable obstacle  inhomogeneous medium  
UNIQUENESS IN INVERSE ACOUSTIC AND ELECTROMAGNETIC SCATTERING WITH PHASELESS NEAR-FIELD DATA AT A FIXED FREQUENCY 期刊论文
INVERSE PROBLEMS AND IMAGING, 2020, 卷号: 14, 期号: 3, 页码: 489-510
作者:  Xu, Xiaoxu;  Zhang, Bo;  Zhang, Haiwen
收藏  |  浏览/下载:201/0  |  提交时间:2020/05/24
Uniqueness  inverse acoustic scattering  inverse electromagnetic scattering  phaseless near-field  obstacle  inhomogeneous medium  
RobustClone: a robust PCA method for tumor clone and evolution inference from single-cell sequencing data 期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 期号: 11, 页码: 3299-3306
作者:  Chen, Ziwei;  Gong, Fuzhou;  Wan, Lin;  Ma, Liang
收藏  |  浏览/下载:194/0  |  提交时间:2020/09/23
Complex-valued differential operator-based method for multi-component signal separation 期刊论文
SIGNAL PROCESSING, 2017, 卷号: 132, 页码: 66-76
作者:  Guo, Baokui;  Peng, Silong;  Hu, Xiyuan;  Xu, Pengcheng
收藏  |  浏览/下载:156/0  |  提交时间:2018/07/30
Operator-based signal separation  Null space pursuit  Complex-valued differential operator  Empirical mode decomposition  Synchrosqueezing wavelet transform  AM-FM signal  
Functional singular component analysis based functional additive models 期刊论文
SCIENCE CHINA-MATHEMATICS, 2016, 卷号: 59, 期号: 12, 页码: 2443-2462
作者:  Zhang Tao;  Wang QiHua
收藏  |  浏览/下载:165/0  |  提交时间:2018/07/30
functional data  functional additive models  functional singular component analysis  
Improving protein-protein interactions prediction accuracy using protein evolutionary information and relevance vector machine model 期刊论文
PROTEIN SCIENCE, 2016, 卷号: 25, 期号: 10, 页码: 1825-1833
作者:  An, Ji-Yong;  Meng, Fan-Rong;  You, Zhu-Hong;  Chen, Xing;  Yan, Gui-Ying;  Hu, Ji-Pu
收藏  |  浏览/下载:172/0  |  提交时间:2018/07/30
evolutionary information  position specific scoring matrix  proteomics  
High-dimensional genomic data bias correction and data integration using MANCIE 期刊论文
NATURE COMMUNICATIONS, 2016, 卷号: 7, 页码: 8
作者:  Zang, Chongzhi;  Wang, Tao;  Deng, Ke;  Li, Bo;  Hu, Sheng'en;  Qin, Qian;  Xiao, Tengfei;  Zhang, Shihua;  Meyer, Clifford A.;  He, Housheng Hansen;  Brown, Myles;  Liu, Jun S.;  Xie, Yang;  Liu, X. Shirley
收藏  |  浏览/下载:181/0  |  提交时间:2018/07/30
Series Estimation in Partially Linear In-Slide Regression Models 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2011, 卷号: 38, 期号: 1, 页码: 89-107
作者:  You, Jinhong;  Zhou, Xian;  Zhou, Yong
收藏  |  浏览/下载:150/0  |  提交时间:2018/07/30
fixed effect  partially linear  semiparametric least squares  series approximation