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Chinese Academy of Sciences Institutional Repositories Grid
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数学与系统科学研究... [14]
武汉物理与数学研究所 [5]
自动化研究所 [5]
地质与地球物理研究所 [2]
计算技术研究所 [1]
合肥物质科学研究院 [1]
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OAI收割 [28]
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期刊论文 [27]
学位论文 [1]
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2022 [4]
2021 [2]
2020 [4]
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Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization
期刊论文
OAI收割
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 42
作者:
Gao, Juan
;
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Huang, Yakui
;
Gu, Junhua
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间: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
OAI收割
MATHEMATICAL PROGRAMMING, 2022, 卷号: 195, 期号: 1-2, 页码: 79-148
作者:
Shi, Bin
;
Du, Simon S.
;
Jordan, Michael, I
;
Su, Weijie J.
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间: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
Improved two-step Newton's method for computing simple multiple zeros of polynomial systems
期刊论文
OAI收割
NUMERICAL ALGORITHMS, 2022, 页码: 32
作者:
Li, Nan
;
Zhi, Lihong
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/04/02
Polynomial system
Simple multiple zero
Newton's method
Quadratic convergence
Continuous-time Distributed Heavy-ball Algorithm for Distributed Convex Optimization over Undirected and Directed Graphs
期刊论文
OAI收割
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 75-88
作者:
Hao-Ran Yang
;
Wei Ni
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/01/25
Distributed convex optimization
second-order distributed algorithm
multi-agent systems
gradient tracking
directed graph
Estimation of Knee Joint Extension Force Using Mechanomyography Based on IGWO-SVR Algorithm
期刊论文
OAI收割
ELECTRONICS, 2021, 卷号: 10
作者:
Li, Zebin
;
Gao, Lifu
;
Lu, Wei
;
Wang, Daqing
;
Xie, Chenlei
  |  
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/02/14
mechanomyography
knee joint extension force
improved gray wolf algorithm
support vector machine
Generalizations of Shanks transformation and corresponding convergence acceleration algorithms via pfaffians
期刊论文
OAI收割
NUMERICAL ALGORITHMS, 2021, 页码: 24
作者:
Liu, Ya-Jie
;
Chang, Xiang-Ke
;
He, Yi
;
Hu, Xing-Biao
  |  
收藏
  |  
浏览/下载:74/0
  |  
提交时间:2021/10/26
Shanks transformation
Convergence acceleration algorithms
Pfaffians
Accelerating Minibatch Stochastic Gradient Descent Using Typicality Sampling
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 11, 页码: 4649-4659
作者:
Peng, Xinyu
;
Li, Li
;
Wang, Fei-Yue
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/01/06
Training
Convergence
Approximation algorithms
Stochastic processes
Estimation
Optimization
Acceleration
Batch selection
machine learning
minibatch stochastic gradient descent (SGD)
speed of convergence
The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 7, 页码: 2557-2568
作者:
Tao, Wei
;
Pan, Zhisong
;
Wu, Gaowei
;
Tao, Qing
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2020/08/03
Convergence
Extrapolation
Optimization
Acceleration
Machine learning
Task analysis
Machine learning algorithms
Individual convergence
machine learning
Nesterov's extrapolation
nonsmooth optimization
sparsity
Accelerating High-Resolution Seismic Imaging by Using Deep Learning
期刊论文
OAI收割
APPLIED SCIENCES-BASEL, 2020, 卷号: 10, 期号: 7, 页码: 16
作者:
Liu, Wei
;
Cheng, Qian
;
Liu, Linong
;
Wang, Yun
;
Zhang, Jianfeng
  |  
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2020/07/20
seismic imaging
high-resolution
deep learning
acceleration
Construction of new generalizations of Wynn's epsilon and rho algorithm by solving finite difference equations in the transformation order
期刊论文
OAI收割
NUMERICAL ALGORITHMS, 2020, 卷号: 83, 期号: 2, 页码: 593-627
作者:
Chang, Xiang-Ke
;
He, Yi
;
Hu, Xing-Biao
;
Sun, Jian-Qing
;
Weniger, Ernst Joachim
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/05/24
Convergence acceleration algorithm
Sequence transformation
Epsilon algorithm
Rho algorithm