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期刊论文 [33]
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Understanding and Mitigating Dimensional Collapse in Federated Learning
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 2936-2949
作者:
Shi, Yujun
;
Liang, Jian
;
Zhang, Wenqing
;
Xue, Chuhui
;
Tan, Vincent Y. F.
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浏览/下载:0/0
  |  
提交时间:2024/07/03
Federated learning
representation learning
distribution shift
dimensional collapse
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:
M. Victoria Luzón
;
Nuria Rodríguez-Barroso
;
Alberto Argente-Garrido
;
Daniel Jiménez-López
;
Jose M. Moyano
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  |  
浏览/下载:4/0
  |  
提交时间:2024/03/18
Data privacy
distributed machine learning
federated learning
software frameworks
An Incentive Mechanism for Federated Learning: A Continuous Zero-Determinant Strategy Approach
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 88-102
作者:
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浏览/下载:1/0
  |  
提交时间:2024/01/02
Federated learning (FL)
game theory
incentive mechanism
machine learning
zero-determinant strategy
Overhead-free Noise-tolerant Federated Learning: A New Baseline
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 526-537
作者:
Shiyi Lin
;
Deming Zhai
;
Feilong Zhang
;
Junjun Jiang
;
Xianming Liu
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  |  
浏览/下载:0/0
  |  
提交时间:2024/05/23
Federated learning, noise-label learning, privacy-preserving machine learning, edge intelligence, distributed machine learning
CFSL: A Credible Federated Self-Learning Framework
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 10, 期号: 24, 页码: 21349-21362
作者:
Zhang, Weishan
;
Bao, Zhicheng
;
Liu, Yuru
;
Xu, Liang
;
Lu, Qinghua
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浏览/下载:0/0
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提交时间:2024/03/26
Federated learning
Data models
Training
Internet of Things
Blockchains
Adaptation models
Smart contracts
Blockchain
consensus
federated learning
personalization
self-learning
FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis
期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:
Zhang, Chang
;
Meng, Xiangzhu
;
Liu, Qiang
;
Wu, Shu
;
Wang, Liang
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  |  
浏览/下载:12/0
  |  
提交时间:2023/11/16
Functional magnetic resonance image
Brain network
Federated learning
Deep neural networks
Brain disease diagnosis
Semi-asynchronous personalized federated learning for short-term photovoltaic power forecasting
期刊论文
DIGITAL COMMUNICATIONS AND NETWORKS, 2023, 卷号: 9, 期号: 5, 页码: 1221-1229
作者:
Zhang, Weishan
;
Chen, Xiao
;
He, Ke
;
Chen, Leiming
;
Xu, Liang
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  |  
浏览/下载:6/0
  |  
提交时间:2024/02/22
Photovoltaic power forecasting
Federated learning
Edge computing
CNN-LSTM
DRL-Based Adaptive Sharding for Blockchain-Based Federated Learning
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 卷号: 71, 期号: 10, 页码: 5992-6004
作者:
Lin, Yijing
;
Gao, Zhipeng
;
Du, Hongyang
;
Kang, Jiawen
;
Niyato, Dusit
收藏
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浏览/下载:0/0
  |  
提交时间:2024/07/03
Blockchain sharding
federated learning
reputation
deep reinforcement learning
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
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  |  
浏览/下载:4/0
  |  
提交时间:2023/11/17
Byzantine resilience
communication efficiency
edge intelligent systems
federated learning
Reconfigurable Holographic Surface Aided Collaborative Wireless SLAM Using Federated Learning for Autonomous Driving
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 8, 页码: 4031-4046
作者:
Zhang, Haobo
;
Yang, Ziang
;
Tian, Yonglin
;
Zhang, Hongliang
;
Di, Boya
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/16
Autonomous driving
federated learning
metasurface
reconfigurable holographic surface
simultaneous localization and mapping
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