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数学与系统科学研究院 [8]
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Learnable Graph Matching: A Practical Paradigm for Data Association
期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 卷号: 46, 期号: 7, 页码: 4880-4895
作者:
He, Jiawei
;
Huang, Zehao
;
Wang, Naiyan
;
Zhang, Zhaoxiang
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浏览/下载:0/0
  |  
提交时间:2024/06/18
Graph matching
data association
multiple object tracking
image matching
Proximal Alternating-Direction-Method-of- Multipliers-Incorporated Nonnegative Latent Factor Analysis
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1388-1406
作者:
Fanghui Bi
;
Xin Luo
;
Bo Shen
;
Hongli Dong
;
Zidong Wang
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  |  
浏览/下载:7/0
  |  
提交时间:2023/05/29
Data science
high-dimensional and incomplete data
knowledge acquisition
industrial application
nonnegative latent factor analysis (NLFA)
proximal alternating direction method of multipliers
representation learning
A NOVEL AUGMENTED LAGRANGIAN METHOD OF MULTIPLIERS FOR OPTIMIZATION WITH GENERAL INEQUALITY CONSTRAINTS
期刊论文
MATHEMATICS OF COMPUTATION, 2022, 页码: 30
作者:
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Huang, Ya-Kui
;
Sun, Jie
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  |  
浏览/下载:48/0
  |  
提交时间:2023/02/07
Nonlinear programming
inequality-constrained optimization
augmented Lagrangian method of multipliers
strong global convergence
local convergence
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
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浏览/下载:9/0
  |  
提交时间:2023/02/07
Orthogonally decomposable tensors
Low rank orthogonal tensor approximation
R-linear convergence
Sublinear convergence
Global convergence
Convergence Analysis of Single Latent Factor-Dependent, Nonnegative, and Multiplicative Update-Based Nonnegative Latent Factor Models
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 4, 页码: 1737-1749
作者:
Liu, Zhigang
;
Luo, Xin
;
Wang, Zidong
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浏览/下载:120/0
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提交时间:2021/05/17
Manganese
Convergence
Computational modeling
Learning systems
Analytical models
Sparse matrices
Big Data
Big data
convergence
high-dimensional and sparse (HiDS) matrix
latent factor (LF) analysis
learning system
neural networks
nonnegative LF (NLF) analysis
single LF-dependent nonnegative and multiplicative update (SLF-NMU)
A GLOBALLY CONVERGENT PRIMAL-DUAL INTERIOR-POINT RELAXATION METHOD FOR NONLINEAR PROGRAMS
期刊论文
MATHEMATICS OF COMPUTATION, 2020, 卷号: 89, 期号: 323, 页码: 1301-1329
作者:
Liu, Xin-Wei
;
Dai, Yu-Hong
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浏览/下载:8/0
  |  
提交时间:2020/09/23
Nonlinear programming
constrained optimization
interior-point method
logarithmic barrier problem
global convergence
Convergence analysis of an SLF-NMU algorithm for non-negative latent factor analysis on a high-dimensional and sparse matrix
会议论文
Bari, Italy, October 6, 2019 - October 9, 2019
作者:
Liu, Zhigang
;
Luo, Xin
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浏览/下载:0/0
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提交时间:2020/02/18
An improved algorithm for the - minimization problem
期刊论文
MATHEMATICAL PROGRAMMING, 2017, 卷号: 166, 期号: 1-2, 页码: 131-158
作者:
Ge, Dongdong
;
He, Rongchuan
;
He, Simai
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浏览/下载:4/0
  |  
提交时间:2019/08/22
Nonsmooth optimization
Nonconvex optimization
Bridge regression
Complexity analysis
A smoothing SQP framework for a class of composite minimization over polyhedron
期刊论文
MATHEMATICAL PROGRAMMING, 2016, 卷号: 158, 期号: 1-2, 页码: 467-500
作者:
Liu, Ya-Feng
;
Ma, Shiqian
;
Dai, Yu-Hong
;
Zhang, Shuzhong
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  |  
浏览/下载:35/0
  |  
提交时间:2018/07/30
Composite L-q minimization
epsilon-KKT point
Nonsmooth nonconvex non-Lipschitzian optimization
Optimality condition
Smoothing approximation
Worst-case iteration complexity
Fast Proximal Gradient Algorithm for Single-group Multicast Beamforming
其他
2016-01-01
Zhou, Longfei
;
Zhou, Xiaomin
;
Chen, Jianwei
;
Jiang, Wei
;
Luo, Wu
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浏览/下载:5/0
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提交时间:2017/12/03
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