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Almost sure convergence of randomised-difference descent algorithm for stochastic convex optimisation 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2021, 页码: 12
Authors:  Geng, Xiaoxue;  Huang, Gao;  Zhao, Wenxiao
Favorite  |  View/Download:133/0  |  Submit date:2021/10/26
Distributed stochastic mirror descent algorithm for resource allocation problem 期刊论文
Control Theory and Technology, 2020, 卷号: 18, 期号: 4, 页码: 339-347
Authors:  Wang Yinghui;  Tu Zhipeng;  Qin Huashu
Favorite  |  View/Download:153/0  |  Submit date:2021/04/26
Distributed  Resource allocation problem  Stochastic gradient  Mirror descent  
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:243/0  |  Submit date:2019/12/13
Distributed machine learning  Deep learning  Stochastic gradient descent  Gradient quantization  
Optimal distributed stochastic mirror descent for strongly convex optimization 期刊论文
AUTOMATICA, 2018, 卷号: 90, 页码: 196-203
Authors:  Yuan, Deming;  Hong, Yiguang;  Ho, Daniel W. C.;  Jiang, Guoping
Favorite  |  View/Download:169/0  |  Submit date:2018/07/30
Distributed stochastic optimization  Strong convexity  Non-Euclidean divergence  Mirror descent  Epoch gradient descent  Optimal convergence rate  
Alternate step gradient method 期刊论文
OPTIMIZATION, 2003, 卷号: 52, 期号: 4-5, 页码: 395-415
Authors:  Dai, YH
Favorite  |  View/Download:110/0  |  Submit date:2018/07/30
linear system  unconstrained optimizations  gradient method  convergence rate  nonmonotone line search