Semi-Decentralized Federated Learning with Collaborative Relaying

Semi-Decentralized Federated Learning with Collaborative Relaying

23 May 2022

Deniz Gündüz

Andrea J. Goldsmith

Papers citing "Semi-Decentralized Federated Learning with Collaborative Relaying"

16 / 16 papers shown

Title
TRAIL: Trust-Aware Client Scheduling for Semi-Decentralized Federated Learning Gangqiang Hu Jianfeng Lu Jianmin Han Shuqin Cao Jing Liu Hao Fu 69 0 0 16 Dec 2024
UAV-assisted Unbiased Hierarchical Federated Learning: Performance and Convergence Analysis Ruslan Zhagypar N. Kouzayha Hesham Elsawy H. Dahrouj Tareq Y. Al-Naffouri 39 2 0 05 Jul 2024
Privacy Preserving Semi-Decentralized Mean Estimation over Intermittently-Connected Networks R. Saha Mohamed Seif M. Yemini Andrea J. Goldsmith H. Vincent Poor FedML 37 2 0 06 Jun 2024
How Physicality Enables Trust: A New Era of Trust-Centered Cyberphysical Systems Stephanie Gil M. Yemini A. Chorti Angelia Nedić H. Vincent Poor Andrea J. Goldsmith AI4CE 41 10 0 13 Nov 2023
Enhancing Scalability and Reliability in Semi-Decentralized Federated Learning With Blockchain: Trust Penalization and Asynchronous Functionality Ajay Kumar Shrestha F. Khan Mohammed Afaan Shaikh Amir Jaberzadeh Jason Geng 19 3 0 30 Oct 2023
A Multi-Token Coordinate Descent Method for Semi-Decentralized Vertical Federated Learning Pedro Valdeira Yuejie Chi Cláudia Soares Joao Xavier 45 3 0 18 Sep 2023
FedDec: Peer-to-peer Aided Federated Learning Marina Costantini Giovanni Neglia T. Spyropoulos FedML 12 1 0 11 Jun 2023
Joint Client Assignment and UAV Route Planning for Indirect-Communication Federated Learning Jieming Bian Cong Shen Jie Xu FedML 33 2 0 21 Apr 2023
Connectivity-Aware Semi-Decentralized Federated Learning over Time-Varying D2D Networks Rohit Parasnis Seyyedali Hosseinalipour Yun-Wei Chu M. Chiang Christopher G. Brinton FedML 19 16 0 15 Mar 2023
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 21 2 0 28 Feb 2023
Non-Coherent Over-the-Air Decentralized Gradient Descent Nicolò Michelusi 29 6 0 19 Nov 2022
Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges Enrique Tomás Martínez Beltrán Mario Quiles Pérez Pedro Miguel Sánchez Sánchez Sergio López Bernal Gérome Bovet M. Pérez Gregorio Martínez Pérez Alberto Huertas Celdrán FedML 29 222 0 15 Nov 2022
A Survey on Over-the-Air Computation Alphan Șahin Rui Yang 31 76 0 20 Oct 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 40 8 0 24 Feb 2022
Cloud-Cluster Architecture for Detection in Intermittently Connected Sensor Networks M. Yemini Stephanie Gil Andrea J. Goldsmith 32 7 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 92 170 0 28 Jan 2020