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Byzantine-Resilient Federated Learning at Edge
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 9, 页码: 2600-2614
作者:
Tao, Youming
;
Cui, Sijia
;
Xu, Wenlu
;
Yin, Haofei
;
Yu, Dongxiao
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/11/17
Byzantine resilience
communication efficiency
edge intelligent systems
federated learning
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
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  |  
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
Vector solid texture synthesis using unified RBF-based representation and optimization
期刊论文
VISUAL COMPUTER, 2022, 页码: 15
作者:
Qian, Yinling
;
Shi, Jian
;
Sun, Hanqiu
;
Chen, Yanyun
;
Wang, Qiong
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  |  
浏览/下载:18/0
  |  
提交时间:2022/07/25
Texture synthesis
Vector texture
Solid texture
Texture modeling
Distributed system identification for linear stochastic systems with binary sensors
期刊论文
AUTOMATICA, 2022, 卷号: 141, 页码: 13
作者:
Fu, Kewei
;
Chen, Han-Fu
;
Zhao, Wenxiao
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  |  
浏览/下载:12/0
  |  
提交时间:2023/02/07
Distributed system identification
Binary-valued sensor
Stochastic approximation
Consensus
Convergence
Strong consistency
A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 812-833
作者:
Xinlei Yi
;
Shengjun Zhang
;
Tao Yang
;
Tianyou Chai
;
Karl Henrik Johansson
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  |  
浏览/下载:42/0
  |  
提交时间:2022/04/24
Distributed nonconvex optimization
linear speedup
Polyak-Łojasiewicz (P-Ł) condition
primal-dual algorithm
stochastic gradient descent
DISTRIBUTED ORDER ESTIMATION OF ARX MODEL UNDER
期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2022, 卷号: 60, 期号: 3, 页码: 1519-1545
作者:
Gan, D. I. E.
;
Liu, Zhixin
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  |  
浏览/下载:1/0
  |  
提交时间:2023/02/07
distributed order estimation
cooperative excitation condition
distributed least squares
convergence
Distributed nonsynchronous event-triggered state estimation of genetic regulatory networks with hidden Markovian jumping parameters
期刊论文
Mathematical Biosciences and Engineering, 2022, 卷号: 19, 期号: 12, 页码: 13878-13910.
作者:
Chao Ma
;
Yanfeng Lu
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浏览/下载:0/0
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提交时间:2024/06/06
Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms
期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712
作者:
Cheng, Daning
;
Li, Shigang
;
Zhang, Hanping
;
Xia, Fen
;
Zhang, Yunquan
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  |  
浏览/下载:27/0
  |  
提交时间:2021/12/01
Training
Scalability
Machine learning
Machine learning algorithms
Stochastic processes
Task analysis
Upper bound
Parallel training algorithms
training dataset
scalability
stochastic optimization methods
WP-SGD: Weighted parallel SGD for distributed unbalanced-workload training system
期刊论文
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2020, 卷号: 145, 页码: 202-216
作者:
Cheng Daning
;
Li Shigang
;
Zhang Yunquan
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  |  
浏览/下载:35/0
  |  
提交时间:2020/12/10
SGD
Unbalanced workload
SimuParallel SGD
Distributed system
Agricultural water optimization coupling with a distributed ecohydrological model in a mountain-plain basin
期刊论文
JOURNAL OF HYDROLOGY, 2020, 卷号: 590, 页码: 19
作者:
Huang, Farong
;
Mo, Xingguo
;
Hu, Shi
;
Li, Lanhai
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  |  
浏览/下载:16/0
  |  
提交时间:2021/03/15
Agricultural water optimization
VIP model
Natural runoff
Crop photosynthetic capacity
Crop water production function
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