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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
Favorite  |  View/Download:0/0  |  Submit date:2023/02/07
Distributed non-convex optimization  Machine learning  Momentum methods  Optimization algorithms  Convergence rate  
Applying Ricci flow to high dimensional manifold learning 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 9, 页码: 14
Authors:  Li, Yangyang;  Lu, Ruqian
Favorite  |  View/Download:108/0  |  Submit date:2020/01/10
manifold learning  Ricci flow  Ricci curvature  dimension reduction  curvature estimation  
OptQuant: Distributed training of neural networks with optimized quantization mechanisms 期刊论文
NEUROCOMPUTING, 2019, 卷号: 340, 页码: 233-244
Authors:  He, Li;  Zheng, Shuxin;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan
Favorite  |  View/Download:182/0  |  Submit date:2019/12/13
Distributed machine learning  Deep learning  Stochastic gradient descent  Gradient quantization  
DISTRIBUTED CLASSIFICATION LEARNING BASED ON NONLINEAR VECTOR SUPPORT MACHINES FOR SWITCHING NETWORKS 期刊论文
KYBERNETIKA, 2017, 卷号: 53, 期号: 4, 页码: 595-611
Authors:  Wang, Yinghui;  Lin, Peng;  Qin, Huashu
Favorite  |  View/Download:60/0  |  Submit date:2018/07/30
nonlinear support vector machine  multi-agent system  distributed optimization  connectivity  
asurveyoncrossdisciplineofcontrolandgame 期刊论文
controltheoryandtechnology, 2015, 卷号: 13, 期号: 4, 页码: 287
Authors:  Cheng Daizhan;  Liu Ting
Favorite  |  View/Download:67/0  |  Submit date:2020/01/10
A survey on cross-discipline of control and game 期刊论文
controltheoryandtechnology, 2015, 卷号: 13, 期号: 4, 页码: 287
Authors:  Cheng Daizhan;  Liu Ting
Favorite  |  View/Download:53/0  |  Submit date:2021/01/14
Control-oriented game  game-based control  evolutionary game  potential game  logical-Newtonian control system