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Efficient Collaborative Learning Over Unreliable D2D Network: Adaptive Cluster Head Selection and Resource Allocation
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2025, 卷号: 73, 期号: 1, 页码: 425-438
作者:
Shengli Liu
;
Chonghe Liu
;
Dingzhu Wen
;
Guanding Yu
Adobe PDF(2554Kb)
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收藏
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浏览/下载:223/2
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提交时间:2024/08/14
Budget control
Clustering algorithms
Cost reduction
Information management
Learning systems
Mobile telecommunication systems
Cluster-head selections
Collaborative learning
D2D
Data distribution
Device-to-Device communications
Federated learning
Learning latency
Mobile handsets
Model divergence
Performances evaluation
Resource management
Expert with Clustering: Hierarchical Online Preference Learning Framework
会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, Oxford, United kingdom, July 15, 2024 - July 17, 2024
作者:
Zhou, Tianyue
;
Cho, Jung-Hoon
;
Ardabili, Babak Rahimi
;
Tabkhi, Hamed
;
Wu, Cathy
Adobe PDF(464Kb)
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浏览/下载:238/1
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提交时间:2024/10/11
Adversarial machine learning
Federated learning
Hierarchical clustering
Recommender systems
Clusterings
Contextual banditti
Eco-driving
Eco-driving recommendation
Expert advice
Online preference learning
Preference learning
Regret bounds
User information
User's preferences
Adaptive Cluster Head Selection and Spectrum Allocation for D2D-Enabled Collaborative Learning
会议论文
2023 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), Kuala Lumpur, Malaysia, 4-8 Dec. 2023
作者:
Chonghe Liu
;
Shengli Liu
;
Dingzhu Wen
;
Guanding Yu
Adobe PDF(587Kb)
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收藏
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浏览/下载:268/0
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提交时间:2024/03/22
Performance evaluation
Training
Adaptation models
Federated learning
System performance
Clustering algorithms
Device-to-device communication
Fed-SC: One-Shot Federated Subspace Clustering over High-Dimensional Data
会议论文
THE 39TH IEEE INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2023), Anaheim, CA, United states, April 3, 2023 - April 7, 2023
作者:
Songjie Xie
;
Youlong Wu
;
Kewen Liao
;
Lu Chen
;
Chengfei Liu
Adobe PDF(1413Kb)
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收藏
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浏览/下载:456/0
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提交时间:2023/05/23
Clusterings
Critical challenges
Curse of dimensionality
Federated clustering
High dimensional data
High dimensional spaces
K-means
K-means++ clustering
Statistical heterogeneities
Subspace clustering
Robust Knowledge Adaptation for Federated Unsupervised Person ReID
会议论文
2022 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA), Sydney, Australia, 30 Nov.-2 Dec. 2022
作者:
Jianfeng Weng
;
Kun Hu
;
Tingting Yao
;
Jingya Wang
;
Zhiyong Wang
Adobe PDF(3287Kb)
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收藏
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浏览/下载:223/0
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提交时间:2023/10/07
Federated learning
unsupervised learning
person re-identification
contrastive learning
clustering
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