Towards Cooperative Federated Learning over Heterogeneous Edge/Fog
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Towards Cooperative Federated Learning over Heterogeneous Edge/Fog Networks

15 March 2023

Seyyedali Hosseinalipour

Vaneet Aggarwal

Christopher G. Brinton

Papers citing "Towards Cooperative Federated Learning over Heterogeneous Edge/Fog Networks"

8 / 8 papers shown

Title
Unsupervised Federated Optimization at the Edge: D2D-Enabled Learning without Labels Satyavrat Wagle Seyyedali Hosseinalipour Naji Khosravan Christopher G. Brinton FedML 42 2 0 15 Apr 2024
Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge Networks Su Wang Roberto Morabito Seyyedali Hosseinalipour Mung Chiang Christopher G. Brinton FedML 32 8 0 07 Nov 2023
Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges Vishnu Pandi Chellapandi Liangqi Yuan Christopher G. Brinton Stanislaw H. .Zak Ziran Wang FedML 40 77 0 21 Aug 2023
Decentralized Federated Learning: A Survey and Perspective Liangqi Yuan Ziran Wang Lichao Sun Philip S. Yu Christopher G. Brinton FedML 53 85 0 02 Jun 2023
Multi-Source to Multi-Target Decentralized Federated Domain Adaptation Su Wang Seyyedali Hosseinalipour Christopher G. Brinton 39 6 0 24 Apr 2023
FilFL: Client Filtering for Optimized Client Participation in Federated Learning Fares Fourati Salma Kharrat Vaneet Aggarwal Mohamed-Slim Alouini Marco Canini FedML 24 4 0 13 Feb 2023
Opportunities of Federated Learning in Connected, Cooperative and Automated Industrial Systems S. Savazzi M. Nicoli M. Bennis Sanaz Kianoush Luca Barbieri FedML AIFin AI4CE 43 126 0 09 Jan 2021
Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity Amirhossein Reisizadeh Isidoros Tziotis Hamed Hassani Aryan Mokhtari Ramtin Pedarsani FedML 172 99 0 28 Dec 2020