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Convergence Analysis for Federated Dropout
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Sijing Xie
;
Dingzhu Wen
;
Xiaonan Liu
;
Changsheng You
;
Tharmalingam Ratnarajah
收藏
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浏览/下载:31/0
|
提交时间:2025/03/18
Computational efficiency
Contrastive Learning
Communication efficiency
Computation efficiency
Convergence analysis
Dropout
Federated edge learning
Gradient vectors
Loss functions
Network edges
Taylor expansion method
Unbiased estimation
Privacy-Preserving Edge Intelligence: A Perspective of Constrained Bandits
会议论文
IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, Dubai, United Arab Emirates, 21-24 April 2024
作者:
Tianyi Zhang
;
Shangshang Wang
;
YInxv Tang
;
Ziyu Shao
;
Yang Yang
收藏
|
浏览/下载:297/0
|
提交时间:2024/03/15
Budget control
Decision making
Privacy-preserving techniques
Decisions makings
Edge intelligence
End-devices
Information sharing
Modeling features
Network edges
Privacy concerns
Privacy preservation
Privacy preserving
User privacy
A Deep-Learning Neural Network Approach for Secure Wireless Communication in the Surveillance of Electronic Health Records
期刊论文
PROCESSES, 2023, 卷号: 11, 期号: 5
作者:
Diao, Zhifeng
;
Sun, Fanglei
Adobe PDF(6481Kb)
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浏览/下载:380/55
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提交时间:2024/07/05
Deep neural networks
Digital storage
E-learning
Electronic document exchange
Internet of things
Network security
Records management
Risk assessment
Sensitive data
Application technologies
Cutting edges
Electronic health
Electronic health record
Federated learning
Health records
Learning neural networks
Secure wireless communication
Security
Wireless security
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI
会议论文
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Rome, Italy, May 28, 2023 - June 1, 2023
作者:
Wen, Dingzhu
;
Liu, Peixi
;
Zhu, Guangxu
;
Shi, Yuanming
;
Xu, Jie
Adobe PDF(2541Kb)
|
收藏
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浏览/下载:597/96
|
提交时间:2024/01/19
Artificial intelligent
Communication integration
Integrated sensing
Intelligent models
Intelligent Services
Low latency
Multi-devices
Network edges
Sensing devices
Task-oriented
Social-Aware Edge Intelligence: A Constrained Graphical Bandit Approach
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Simeng Bian
;
Shangshang Wang
;
Yinxu Tang
;
Ziyu Shao
Adobe PDF(7888Kb)
|
收藏
|
浏览/下载:218/0
|
提交时间:2023/03/10
Budget control
Energy resources
Graphic methods
Grinding (machining)
Learning systems
Device selection
Edge intelligence
Edge server
End-devices
Learning tasks
Limited communication
Machine-learning
Network edges
Selection problems
Social-aware
Sparse Optimization for Green Edge AI Inference
期刊论文
JOURNAL OF COMMUNICATIONS AND INFORMATION NETWORKS, 2020, 卷号: 5, 期号: 1, 页码: 1-15
作者:
Xiangyu Yang
;
Sheng Hua
;
Yuanming Shi
;
Hao Wang
;
Jun Zhang
Adobe PDF(1522Kb)
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收藏
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浏览/下载:358/0
|
提交时间:2020/07/22
AI
edge inference
cooperative transmission
energy efficiency
group sparse beamforming
proximal iteratively reweighted algorithm
Inference engines
Beamforming
Combinatorial optimization
Electric power utilization
Deep learning
Iterative methods
Cooperative transmission
Edge inference
Group sparse
Group sparse beamforming
Group sparsities
Learning tasks
Network edges
Proximal iteratively reweighted algorithm
Sparse optimizations
Task selection
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