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Linear convergence of an alternating polar decomposition method for low rank orthogonal tensor approximations 期刊论文
MATHEMATICAL PROGRAMMING, 2022, 页码: 60
作者:  Hu, Shenglong;  Ye, Ke
收藏  |  浏览/下载:65/0  |  提交时间:2023/02/07
Orthogonally decomposable tensors  Low rank orthogonal tensor approximation  R-linear convergence  Sublinear convergence  Global convergence  
Adjusted Log-rank Test with Double Inverse Weighting under Dependent Censoring 期刊论文
ACTA MATHEMATICA SINICA-ENGLISH SERIES, 2021, 卷号: 37, 期号: 10, 页码: 1573-1585
作者:  Guo, Yi Min;  Zhou, Jie;  Sun, Liu Quan
收藏  |  浏览/下载:110/0  |  提交时间:2022/04/02
Adjusted log-rank test  dependent censoring  double inverse weighting  survival data  
Testing High-Dimensional Nonparametric Behrens-Fisher Problem 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 页码: 18
作者:  Meng, Zhen;  Li, Na;  Yuan, Ao
收藏  |  浏览/下载:134/0  |  提交时间:2021/10/26
Cauchy combination test  nonparametric Behrens-Fisher problem  rank-based test  U-statistic  
Matrix optimization based Euclidean embedding with outliers 期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2021, 卷号: 79, 期号: 2, 页码: 235-271
作者:  Zhang, Qian;  Zhao, Xinyuan;  Ding, Chao
收藏  |  浏览/下载:137/0  |  提交时间:2021/10/26
Euclidean embedding  Outliers  Matrix optimizationg  Low-rank matrix  Error bound  
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
作者:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
收藏  |  浏览/下载:159/0  |  提交时间: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  
A proximal DC approach for quadratic assignment problem 期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2021, 页码: 27
作者:  Jiang, Zhuoxuan;  Zhao, Xinyuan;  Ding, Chao
收藏  |  浏览/下载:140/0  |  提交时间:2021/04/26
Quadratic assignment problem  Doubly nonnegative programming  Augmented Lagrangian method  Rank constraint  
Almost everywhere injectivity conditions for the matrix recovery problem 期刊论文
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021, 卷号: 50, 页码: 386-400
作者:  Rong, Yi;  Wang, Yang;  Xu, Zhiqiang
收藏  |  浏览/下载:155/0  |  提交时间:2021/01/14
Low-rank matrix recovery  Determinant variety  Rank minimization  Compressed sensing  
Imputing single-cell RNA-seq data by considering cell heterogeneity and prior expression of dropouts 期刊论文
JOURNAL OF MOLECULAR CELL BIOLOGY, 2021, 卷号: 13, 期号: 1, 页码: 29-40
作者:  Zhang, Lihua;  Zhang, Shihua
收藏  |  浏览/下载:129/0  |  提交时间:2021/10/26
single-cell RNA-seq  dropout  imputation  low-rank  systems biology  
A survey and systematic assessment of computational methods for drug response prediction 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 1, 页码: 232-246
作者:  Chen, Jinyu;  Zhang, Louxin
收藏  |  浏览/下载:189/0  |  提交时间:2021/06/01
Drug response prediction  regression model  low rank matrix factorization based approach  Bayesian inference  deep learning  benchmark  
Multi-attribute Grey Relational Similarity Measure Evaluation Method for Weapon System Performance Based on Entropy-weight 期刊论文
JOURNAL OF GREY SYSTEM, 2021, 卷号: 33, 期号: 2, 页码: 1-13
作者:  Yang, Wenguang;  Wu, Yunjie;  Wang, Shu
收藏  |  浏览/下载:202/0  |  提交时间:2022/04/02
Multi-attribute Decision Making  Grey Relational Similarity Measure  Entropy-weight  Evaluation  Weapon System  Rank Reversal