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The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 7, 页码: 2557-2568
Authors:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing
Favorite  |  View/Download:0/0  |  Submit date:2020/08/03
Convergence  Extrapolation  Optimization  Acceleration  Machine learning  Task analysis  Machine learning algorithms  Individual convergence  machine learning  Nesterov's extrapolation  nonsmooth optimization  sparsity  
ESI工程学领域热点论文(2020年05月) 其他
2020-05-18
Authors:  张桂英
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A Modified Nonlinear Conjugate Gradient Algorithm for Large-Scale Nonsmooth Convex Optimization 期刊论文
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2020, 页码: 16
Authors:  Woldu, Tsegay Giday;  Zhang, Haibin;  Zhang, Xin;  Fissuh, Yemane Hailu
Favorite  |  View/Download:25/0  |  Submit date:2020/03/30
Conjugate gradient method  Moreau-Yosida regularization  Nonsmooth large-scale problems  Global convergence  
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
Authors:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing
Favorite  |  View/Download:25/0  |  Submit date: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  
A Continuous-Time Algorithm for Distributed Optimization Based on Multiagent Networks 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2019, 卷号: 49, 期号: 12, 页码: 2700-2709
Authors:  He, Xing;  Huang, Tingwen;  Yu, Junzhi;  Li, Chaojie;  Zhang, Yushu
Favorite  |  View/Download:20/0  |  Submit date:2020/03/30
Continuous-time algorithm  distributed optimization  multiagent network  
ESI工程学领域热点论文推送2019年5月 其他
2019-05-27
Authors:  张桂英
View  |  Adobe PDF(1418Kb)  |  Favorite  |  View/Download:198/106  |  Submit date:2019/05/27
无人机协同编队控制方法研究 学位论文
工学博士, 北京: 中国科学院大学, 2019
Authors:  熊天漪
Adobe PDF(3911Kb)  |  Favorite  |  View/Download:153/1  |  Submit date:2019/06/09
无人机协同编队控制  时变队形编队跟踪  时变时延  切换通信拓扑  最小参数学习  
基于光学多模分子影像技术的抗肝肿瘤药物疗效评估 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  梁倩
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光学多模分子影像,自发荧光断层重建,药效评估,阿帕替尼,索拉菲尼,肝癌  
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
Authors:  Jin, Xiao-Bo;  Zhang, Xu-Yao;  Huang, Kaizhu;  Geng, Guang-Gang
Favorite  |  View/Download:36/0  |  Submit date:2019/07/11
Computational efficiency  covariance reduction  empirical risk minimization (ERM)  linear convergence  stochastic conjugate gradient (CG)  
Second-Order Continuous-Time Algorithms for Economic Power Dispatch in Smart Grids 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2018, 卷号: 48, 期号: 9, 页码: 1482-1492
Authors:  He, Xing;  Ho, Daniel W. C.;  Huang, Tingwen;  Yu, Junzhi;  Abu-Rub, Haitham;  Li, Chaojie
Favorite  |  View/Download:80/0  |  Submit date:2018/10/10
Economic Dispatch  Second-order Continuous-time Algorithm  Smart Grid