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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 42
Authors:
Gao, Juan
;
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Huang, Yakui
;
Gu, Junhua
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View/Download:45/0
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Submit date:2023/02/07
Distributed non-convex optimization
Machine learning
Momentum methods
Optimization algorithms
Convergence rate
Understanding the acceleration phenomenon via high-resolution differential equations
期刊论文
MATHEMATICAL PROGRAMMING, 2022, 卷号: 195, 期号: 1-2, 页码: 79-148
Authors:
Shi, Bin
;
Du, Simon S.
;
Jordan, Michael, I
;
Su, Weijie J.
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View/Download:29/0
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Submit date:2023/02/07
Convex optimization
First-order method
Polyak's heavy ball method
Nesterov's accelerated gradient methods
Ordinary differential equation
Lyapunov function
Gradient minimization
Towards embedding information diffusion data for understanding big dynamic networks
期刊论文
NEUROCOMPUTING, 2021, 卷号: 466, 页码: 265-284
Authors:
Yang, Hong
;
Zhang, Peng
;
Wang, Haishuai
;
Zhou, Chuan
;
Li, Zhao
;
Gao, Li
;
Tan, Qingfeng
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View/Download:89/0
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Submit date:2022/04/02
Network coarsening
Information diffusion
Graph data mining
优化算法的复杂度分析
期刊论文
中国科学. 数学, 2020, 卷号: 50, 期号: 9, 页码: 1271-1336
Authors:
王奇超
;
文再文
;
蓝光辉
;
袁亚湘
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View/Download:222/0
  |  
Submit date:2021/01/14
optimization method
complexity analysis
accelerated gradient method
conditional gradient method
stochastic optimization method
优化算法
复杂度分析
加速梯度法
条件梯度法
随机优化算法
Distributed Energy Resource Coordination Over Time-Varying Directed Communication Networks
期刊论文
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2019, 卷号: 6, 期号: 3, 页码: 1124-1134
Authors:
Yang, Tao
;
Wu, Di
;
Fang, Huazhen
;
Ren, Wei
;
Wang, Hong
;
Hong, Yiguang
;
Johansson, Karl Henrik
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View/Download:140/0
  |  
Submit date:2020/01/10
Distributed coordination
energy storage (ES)
multiagent systems
multistep optimization
push-sum and gradient method
smart grid
A new accelerated alternating minimization method for analysis sparse recovery
期刊论文
SIGNAL PROCESSING, 2018, 卷号: 145, 页码: 167-174
Authors:
Xie, Jiaxin
;
Liao, Anping
;
Lei, Yuan
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View/Download:104/0
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Submit date:2018/07/30
Compressed sensing
Moreau proximal smoothing
Accelerated alternating minimization
Sparse recovery
Total variation
Efficient Fisher Discrimination Dictionary Learning
期刊论文
SIGNAL PROCESSING, 2016, 卷号: 128, 页码: 28-39
Authors:
Jiang, Rui
;
Qiao, Hong
;
Zhang, Bo
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View/Download:94/0
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Submit date:2018/07/30
Fisher discrimination dictionary learning
Nesterov's accelerated gradient method
Face recognition
Domain adaptation
Accelerated Mann and CQ algorithms for finding a fixed point of a nonexpansive mapping
期刊论文
Fixed Point Theory and Applications, 2015, 卷号: 2015, 期号: 1
Authors:
Dong,Qiao-Li
;
Yuan,Han-bo
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View/Download:77/0
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Submit date:2018/07/30
nonexpansive mapping
convex minimization problem
Picard algorithm
Mann algorithm
CQ algorithm
conjugate gradient method
steepest descent method
BLOCK-TRIANGULAR PRECONDITIONERS FOR SYSTEMS ARISING FROM EDGE-PRESERVING IMAGE RESTORATION
期刊论文
Journal of Computational Mathematics, 2010, 卷号: 28, 期号: 6, 页码: 848
Authors:
Bai Zhongzhi
;
Huang Yumei
;
Michael K Ng
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View/Download:75/0
  |  
Submit date:2018/07/30