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自动化研究所 [5]
厦门大学 [4]
数学与系统科学研究院 [4]
西安交通大学 [3]
河北大学 [3]
武汉大学 [3]
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会议论文 [3]
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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
作者:
Gao, Juan
;
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Huang, Yakui
;
Gu, Junhua
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/02/07
Distributed non-convex optimization
Machine learning
Momentum methods
Optimization algorithms
Convergence rate
Depth Selection for Deep ReLU Nets in Feature Extraction and Generalization
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 4, 页码: 1853-1868
作者:
Han Z(韩志)
;
Yu SQ(余思泉)
;
Lin SB(林绍波)
;
Zhou DX(周定軒)
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/03/23
Feature extraction
Data mining
Deep learning
Task analysis
Optimization
Machine learning algorithms
Deep nets
feature extractions
generalization
learning theory
A Minibatch Proximal Stochastic Recursive Gradient Algorithm Using a Trust-Region-Like Scheme and Barzilai-Borwein Stepsizes
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 10, 页码: 4627-4638
作者:
Yu, Tengteng
;
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Sun, Jie
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2022/04/02
Convergence
Convex functions
Risk management
Gradient methods
Learning systems
Sun
Barzilai-Borwein (BB) method
empirical risk minimization (ERM)
proximal method
stochastic gradient
trust-region
Stochastic Variance Reduced Gradient Methods Using a Trust-Region-Like Scheme
期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2021, 卷号: 87, 期号: 1, 页码: 24
作者:
Yu, Tengteng
;
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Sun, Jie
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/04/26
Stochastic variance reduced gradient
Trust region
Barzilai-Borwein stepsizes
Mini-batches
Empirical risk minimization
90C06
90C30
90C90
90C25
Primal Averaging: A New Gradient Evaluation Step to Attain the Optimal Individual Convergence
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 835-845
作者:
Tao, Wei
;
Pan, Zhisong
;
Wu, Gaowei
;
Tao, Qing
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2020/03/30
Convergence
Convex functions
Machine learning
Optimization methods
Linear programming
Cybernetics
Individual convergence
machine learning
mirror descent (MD) methods
regularized learning problems
stochastic gradient descent (SGD)
stochastic optimization
Model Misfit Minimization
期刊论文
BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA, 2019, 卷号: 109, 期号: 5, 页码: 1729-1737
作者:
Fang, Yuanyuan
;
Zhou, Ying
;
Yao, Zhenxing
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  |  
浏览/下载:51/0
  |  
提交时间:2019/11/14
Stochastic Conjugate Gradient Algorithm With Variance Reduction
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 5, 页码: 1360-1369
作者:
Jin, Xiao-Bo
;
Zhang, Xu-Yao
;
Huang, Kaizhu
;
Geng, Guang-Gang
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  |  
浏览/下载:62/0
  |  
提交时间:2019/07/11
Computational efficiency
covariance reduction
empirical risk minimization (ERM)
linear convergence
stochastic conjugate gradient (CG)
Stochastic Conjugate Gradient Algorithm With Variance Reduction
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018
作者:
Jin, Xiao-Bo
;
Zhang, Xu-Yao
;
Huang, Kaizhu
;
Geng, Guang-Gang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/19
Computational model
Convergence
Empirical risk minimization
Linear convergence
Stochastic conjugate gradients
Multi-Class Active Learning by Integrating Uncertainty and Diversity
期刊论文
IEEE ACCESS, 2018, 卷号: 6
作者:
Wang, Zengmao
;
Fang, Xi
;
Tang, Xinyao
;
Wu, Chen
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
Active learning
multi-class
informative and representative criterion
empirical risk minimization principle
Inexact proximal stochastic gradient method for convex composite optimization
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2017, 卷号: 68, 期号: 3, 页码: 579-618
作者:
Wang, Xiao
;
Wang, Shuxiong
;
Zhang, Hongchao
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  |  
浏览/下载:30/0
  |  
提交时间:2018/07/30
Convex composite optimization
Empirical risk minimization
Stochastic gradient
Inexact methods
Global convergence
Complexity bound
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