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科研机构
数学与系统科学研究院 [3]
上海财经大学 [3]
西安交通大学 [1]
自动化研究所 [1]
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期刊论文 [6]
会议论文 [2]
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2021 [1]
2019 [2]
2017 [2]
2016 [3]
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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:8/0
  |  
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)
Optimal approximation with exponential sums by a maximum likelihood modification of Prony's method
期刊论文
ADVANCES IN COMPUTATIONAL MATHEMATICS, 2019, 卷号: 45, 期号: 3, 页码: 1657-1687
作者:
Zhang, Ran
;
Plonka, Gerlind
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  |  
浏览/下载:23/0
  |  
提交时间:2019/08/22
Prony method
Nonlinear eigenvalue problem
Nonconvex optimization
Structured matrices
Nonlinear structured least squares problem
Structured nonconvex and nonsmooth optimization: algorithms and iteration complexity analysis
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2019, 卷号: 72, 期号: 1, 页码: 115-157
作者:
Jiang, Bo
;
Lin, Tianyi
;
Ma, Shiqian
;
Zhang, Shuzhong
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  |  
浏览/下载:13/0
  |  
提交时间:2019/08/22
Structured nonconvex optimization
E-Stationary
Iteration complexity
Conditional gradient method
Alternating direction method of multipliers
Block coordinate descent method
Unique Decomposition and a New Model for the Ground Moving Target Indication Problem
期刊论文
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2017, 卷号: 173, 期号: 1, 页码: 297-312
作者:
Li, Qingna
;
He, Li
;
Qi, Lijuan
;
Wang, Robert
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  |  
浏览/下载:14/0
  |  
提交时间:2018/07/30
Ground moving target indication
Alternating direction method
Surveillance radar system
Robust principal component analysis
How unlabeled web videos help complex event detection?
会议论文
作者:
Liu, Huan
;
Zheng, Qinghua
;
Luo, Minnan
;
Zhang, Dingwen
;
Chang, Xiaojun
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  |  
浏览/下载:16/0
  |  
提交时间:2019/11/26
Complex event detection
Dictionary learning
External sources
Multimedia event detections
Nonconvex problem
Optimization algorithms
Strong robustness
Structured sparsities
Information Theoretic Subspace Clustering
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2643-2655
作者:
He, Ran
;
Wang, Liang
;
Sun, Zhenan
;
Zhang, Yingya
;
Li, Bo
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  |  
浏览/下载:22/0
  |  
提交时间:2016/08/11
Correntropy
Group Sparsity
Low-rank Representation (Lrr)
Subspace Clustering
A note on semidefinite programming relaxations for polynomial optimization over a single sphere
期刊论文
SCIENCE CHINA-MATHEMATICS, 2016, 卷号: 59, 期号: 8, 页码: 1543-1560
作者:
Hu Jiang
;
Jiang Bo
;
Liu Xin
;
Wen ZaiWen
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  |  
浏览/下载:16/0
  |  
提交时间:2018/07/30
polynomial optimization over a single sphere
semidefinite programming
best rank-1 tensor approximation
Bose-Einstein condensates
A note on semidefinite programming relaxations for polynomial optimization over a single sphere
会议论文
作者:
Hu Jiang
;
Jiang Bo
;
Liu Xin
;
Wen ZaiWen
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  |  
浏览/下载:2/0
  |  
提交时间:2019/08/22
polynomial optimization over a single sphere
semidefinite programming
best rank-1 tensor approximation
Bose-Einstein condensates
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