Federated Learning over Wireless Device-to-Device Networks: Algorithms
and Convergence Analysis

Federated Learning over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis

29 January 2021

Osvaldo Simeone

Papers citing "Federated Learning over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis"

13 / 13 papers shown

Title
Communication Optimization for Decentralized Learning atop Bandwidth-limited Edge Networks Tingyang Sun Tuan Nguyen Ting He 35 0 0 16 Apr 2025
Biased Federated Learning under Wireless Heterogeneity Muhammad Faraz Ul Abrar Nicolò Michelusi FedML 44 0 0 08 Mar 2025
Federated Learning: A Cutting-Edge Survey of the Latest Advancements and Applications Azim Akhtarshenas Mohammad Ali Vahedifar Navid Ayoobi B. Maham Tohid Alizadeh Sina Ebrahimi David López-Pérez FedML 28 5 0 08 Oct 2023
Convergence Analysis of Over-the-Air FL with Compression and Power Control via Clipping Haifeng Wen Hong Xing Osvaldo Simeone 20 1 0 18 May 2023
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI Juexiao Zhou Longxi Zhou Di Wang Xiaopeng Xu Haoyang Li Yuetan Chu Wenkai Han Xin Gao 15 20 0 20 Feb 2023
Non-Coherent Over-the-Air Decentralized Gradient Descent Nicolò Michelusi 24 6 0 19 Nov 2022
Over-The-Air Clustered Wireless Federated Learning Ayush Madhan-Sohini Divin Dominic Nazreen Shah Ranjitha Prasad 24 2 0 07 Nov 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications Deniz Gunduz Zhijin Qin Iñaki Estella Aguerri Harpreet S. Dhillon Zhaohui Yang Aylin Yener Kai‐Kit Wong C. Chae 24 432 0 19 Jul 2022
UAV-Aided Multi-Community Federated Learning Mohamad Mestoukirdi Omid Esrafilian David Gesbert Qianrui Li FedML 14 3 0 04 Jun 2022
Communication-Efficient Distributionally Robust Decentralized Learning Matteo Zecchin Marios Kountouris David Gesbert 18 9 0 31 May 2022
Asynchronous Decentralized Learning over Unreliable Wireless Networks Eunjeong Jeong Matteo Zecchin Marios Kountouris 19 16 0 02 Feb 2022
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges Mingzhe Chen Deniz Gündüz Kaibin Huang Walid Saad M. Bennis Aneta Vulgarakis Feljan H. Vincent Poor 32 401 0 05 Apr 2021
Federated Learning over Noisy Channels: Convergence Analysis and Design Examples Xizixiang Wei Cong Shen FedML 36 15 0 06 Jan 2021