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Federated Learning Research: Trends and Bibliometric Analysis

Peer-reviewed
Open access
DOI
10.1007/978-3-030-70604-3_1
Farooq Ali, Feizollah Ali, ur Rehman Muhammad Habib
Springer2021Publications information icon

Federated split GANs

Peer-reviewed
DOI
10.1145/3556557.3557953
Kortoçi, Pranvera; Liang, Yilei; Zhou, Pengyuan; Lee, Lik Hang; Mehrabi, Abbas; Hui, Pan; Tarkoma, S...
ACM Workshop on Data Privacy and Federated Learning Technologies for Mobile Edge Network2022Publications information icon

Federated Learning and Meta Learning: Approaches, Applications, and Directions

Peer-reviewed
Open access
DOI
10.1109/comst.2023.3330910
Liu, Xiaonan; Deng, Yansha; Nallanathan, Arumugam; Bennis, Mehdi
IEEE communications surveys and tutorials2024Publications information icon

Blockchained On-Device Federated Learning

Peer-reviewed
Open access
DOI
10.1109/LCOMM.2019.2921755
Kim, Hyesung; Park, Jihong; Bennis, Mehdi; Kim, Seong-Lyun
IEEE communications letters2019Publications information icon

Federated Learning in Vehicular Networks

Peer-reviewed
Open access
DOI
10.1109/meditcom55741.2022.9928621
Elbir, Ahmet M.; Soner, Burak; Coleri, Sinem; Gunduz, Deniz; Bennis, Mehdi
IEEE International Mediterranean Conference on Communications and Networking (MeditCom)2022Publications information icon

Personalized Graph Federated Learning With Differential Privacy

Peer-reviewed
Open access
DOI
10.1109/TSIPN.2023.3325963
Gauthier, Francois; Gogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih Fang; Kuh, Anthony
IEEE Transactions on Signal and Information Processing over Networks2023Publications information icon

Time-Triggered Federated Learning Over Wireless Networks

Peer-reviewed
Open access
DOI
10.1109/TWC.2022.3189601
Zhou, Xiaokang; Deng, Yansha; Xia, Huiyun; Wu, Shaochuan; Bennis, Mehdi
IEEE transactions on wireless communications2022Publications information icon

Networked Federated Meta-Learning Over Extending Graphs

Peer-reviewed
Open access
DOI
10.1109/JIOT.2024.3443467
Cheema, Muhammad Asaad; Gogineni, Vinay Chakravarthi; Salvo Rossi, Pierluigi; Werner, Stefan
IEEE Internet of Things Journal2024Publications information icon

Federated learning from big data over networks

Peer-reviewed
Open access
DOI
10.1109/ICASSP39728.2021.9414903
Sarcheshmehpour, Y.; Sarcheshmehpour, Y.; Leinonen, M.; Jung, A.
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings2021Publications information icon

Maze Discovery using Multiple Robots via Federated Learning

Peer-reviewed
Open access
DOI
10.1109/iscc61673.2024.10733625
Ranasinghe, Kalpana; Madushanka, H.P.; Scaciota, Rafaela; Samarakoon, Sumudu; Bennis, Mehdi
Proceedings : IEEE Symposium on Computers and Communications2024

Federated Learning Research: Trends and Bibliometric Analysis

Peer-reviewed
Open access
DOI
10.1007/978-3-030-70604-3_1
2021

Federated split GANs

Peer-reviewed
DOI
10.1145/3556557.3557953
2022

Federated Learning and Meta Learning: Approaches, Applications, and Directions

Peer-reviewed
Open access
DOI
10.1109/comst.2023.3330910
2024

Blockchained On-Device Federated Learning

Peer-reviewed
Open access
DOI
10.1109/LCOMM.2019.2921755
2019

Federated Learning in Vehicular Networks

Peer-reviewed
Open access
DOI
10.1109/meditcom55741.2022.9928621
2022

Personalized Graph Federated Learning With Differential Privacy

Peer-reviewed
Open access
DOI
10.1109/TSIPN.2023.3325963
2023

Time-Triggered Federated Learning Over Wireless Networks

Peer-reviewed
Open access
DOI
10.1109/TWC.2022.3189601
2022

Networked Federated Meta-Learning Over Extending Graphs

Peer-reviewed
Open access
DOI
10.1109/JIOT.2024.3443467
2024

Federated learning from big data over networks

Peer-reviewed
Open access
DOI
10.1109/ICASSP39728.2021.9414903
2021

Maze Discovery using Multiple Robots via Federated Learning

Peer-reviewed
Open access
DOI
10.1109/iscc61673.2024.10733625
2024