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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
Authors:  Yu, Tengteng;  Liu, Xin-Wei;  Dai, Yu-Hong;  Sun, Jie
Favorite  |  View/Download:24/0  |  Submit date: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  
Tracking Control of a Flexible String System Based on Iterative Learning Control 期刊论文
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2021, 卷号: 29, 期号: 1, 页码: 436-443
Authors:  Meng, Tingting;  He, Wei;  He, Xiuyu
Favorite  |  View/Download:48/0  |  Submit date:2021/04/26
Trajectory  Observers  Payloads  Robustness  Closed loop systems  Convergence  Adaptive control  disturbance rejection  flexible structure  iterative learning control (ILC)  tracking control  
SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems 期刊论文
NEURAL NETWORKS, 2020, 卷号: 132, 页码: 166-179
Authors:  Jin, Pengzhan;  Zhang, Zhen;  Zhu, Aiqing;  Tang, Yifa;  Karniadakis, George Em
Favorite  |  View/Download:55/0  |  Submit date:2021/04/26
Deep learning  Physics-informed  Dynamical systems  Hamiltonian systems  Symplectic maps  Symplectic integrators  
A strategic learning algorithm for state-based games 期刊论文
AUTOMATICA, 2020, 卷号: 113, 页码: 9
Authors:  Li, Changxi;  Xing, Yu;  He, Fenghua;  Cheng, Daizhan
Favorite  |  View/Download:62/0  |  Submit date:2020/05/24
Strategic learning  State-based games  Recurrent state equilibria  Multi-agent systems  
Distributed regression estimation with incomplete data in multi-agent networks 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 9, 页码: 14
Authors:  Wang, Yinghui;  Lin, Peng;  Hong, Yiguang
Favorite  |  View/Download:127/0  |  Submit date:2018/07/30
multi-agent systems  time-varying network  estimation with incomplete data  online learning  stochastic approximation  
Distributed image understanding with semantic dictionary and semantic expansion 期刊论文
NEUROCOMPUTING, 2016, 卷号: 174, 页码: 384-392
Authors:  Li, Liang;  Yan, Chenggang Clarence;  Chen, Xing;  Zhang, Chunjie;  Yin, Jian;  Jiang, Baochen;  Huang, Qingming
Favorite  |  View/Download:43/0  |  Submit date:2018/07/30
Image understanding  Semantic dictionary  Multi-task learning  Semantic expansion  Distributed systems