Collaborative Learning over Wireless Networks: An Introductory Overview

Collaborative Learning over Wireless Networks: An Introductory Overview

7 December 2021

Deniz Gunduz

H. Vincent Poor

Papers citing "Collaborative Learning over Wireless Networks: An Introductory Overview"

6 / 6 papers shown

Title
Controlled privacy leakage propagation throughout overlapping grouped learning Shahrzad Kiani Franziska Boenisch S. Draper FedML 72 0 0 06 Mar 2025
MAB-Based Channel Scheduling for Asynchronous Federated Learning in Non-Stationary Environments Z. Li Yubo Yang Tao Yang X. Wu Ziyu Guo Bo Hu 59 0 0 03 Mar 2025
Energy Efficient Deployment and Orchestration of Computing Resources at the Network Edge: a Survey on Algorithms, Trends and Open Challenges N. Shalavi Giovanni Perin Andrea Zanella M. Rossi 16 6 0 28 Sep 2022
Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying M. Yemini R. Saha Emre Ozfatura Deniz Gündüz Andrea J. Goldsmith FedML 35 8 0 24 Feb 2022
The Future of Digital Health with Federated Learning Nicola Rieke Jonny Hancox Wenqi Li Fausto Milletari H. Roth ... Ronald M. Summers Andrew Trask Daguang Xu Maximilian Baust M. Jorge Cardoso OOD 174 1,698 0 18 Mar 2020
Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge M. Amiri Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor 71 169 0 28 Jan 2020