Robust Federated Learning with Connectivity Failures: A
Semi-Decentralized Framework with Collaborative Relaying

Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying

24 February 2022

Deniz Gündüz

Andrea J. Goldsmith

Papers citing "Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying"

6 / 6 papers shown

Title
Collaborative Mean Estimation over Intermittently Connected Networks with Peer-To-Peer Privacy R. Saha Mohamed Seif M. Yemini Andrea J. Goldsmith H. Vincent Poor FedML 19 2 0 28 Feb 2023
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey Jiajun Wu Steve Drew Fan Dong Zhuangdi Zhu Jiayu Zhou FedML 40 44 0 06 Feb 2023
Semi-Decentralized Federated Learning with Collaborative Relaying M. Yemini R. Saha Emre Ozfatura Deniz Gündüz Andrea J. Goldsmith FedML 27 32 0 23 May 2022
Cloud-Cluster Architecture for Detection in Intermittently Connected Sensor Networks M. Yemini Stephanie Gil Andrea J. Goldsmith 23 6 0 03 Oct 2021
Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge M. Amiri Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor 63 169 0 28 Jan 2020
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization Amirhossein Reisizadeh Aryan Mokhtari Hamed Hassani Ali Jadbabaie Ramtin Pedarsani FedML 157 758 0 28 Sep 2019