Interference Management for Over-the-Air Federated Learning in
Multi-Cell Wireless Networks

Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks

6 June 2022

Papers citing "Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks"

18 / 18 papers shown

Title
Orchestrating Federated Learning in Space-Air-Ground Integrated Networks: Adaptive Data Offloading and Seamless Handover Dong-Jun Han Wenzhi Fang Seyyedali Hosseinalipour Mung Chiang Christopher G. Brinton 20 2 0 18 Aug 2024
A Survey on Integrated Sensing, Communication, and Computation Dingzhu Wen Yong Zhou Xiaoyang Li Yuanming Shi Kaibin Huang Khaled B. Letaief 19 0 0 15 Aug 2024
Federated Learning-based Collaborative Wideband Spectrum Sensing and Scheduling for UAVs in UTM Systems Sravan Reddy Chintareddy Keenan Roach Kenny Cheung Morteza Hashemi 16 0 0 03 Jun 2024
Hierarchical Over-the-Air Federated Learning with Awareness of Interference and Data Heterogeneity Seyed Mohammad Azimi-Abarghouyi Viktoria Fodor 15 5 0 02 Jan 2024
Over-the-Air Federated Learning and Optimization Jingyang Zhu Yuanming Shi Yong Zhou Chunxiao Jiang Wei-Neng Chen Khaled B. Letaief FedML 13 10 0 16 Oct 2023
Towards Scalable Wireless Federated Learning: Challenges and Solutions Yong Zhou Yuanming Shi Haibo Zhou Jingjing Wang Liqun Fu Yang Yang 10 3 0 08 Oct 2023
Joint Power Control and Data Size Selection for Over-the-Air Computation Aided Federated Learning Xuming An Rongfei Fan Shiyuan Zuo Han Hu Haiyang Jiang Ningsong Zhang FedML 14 0 0 17 Aug 2023
Over-The-Air Federated Learning: Status Quo, Open Challenges, and Future Directions Bingnan Xiao Xichen Yu Wei Ni Xin Wang H. Vincent Poor 15 20 0 03 Jul 2023
Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization Yuanming Shi Shuhao Xia Yong Zhou Yijie Mao Chunxiao Jiang M. Tao FedML 10 15 0 04 May 2023
Digital Over-the-Air Federated Learning in Multi-Antenna Systems Sihua Wang Mingzhe Chen Cong Shen Changchuan Yin Christopher G. Brinton 19 2 0 04 Feb 2023
Machine Learning for Large-Scale Optimization in 6G Wireless Networks Yandong Shi Lixiang Lian Yuanming Shi Zixin Wang Yong Zhou Liqun Fu Lin Bai Jun Zhang Wei Zhang AI4CE 19 75 0 03 Jan 2023
Scalable Hierarchical Over-the-Air Federated Learning Seyed Mohammad Azimi-Abarghouyi Viktoria Fodor 6 10 0 29 Nov 2022
A Survey on Over-the-Air Computation Alphan Șahin Rui Yang 15 52 0 20 Oct 2022
On Differential Privacy for Federated Learning in Wireless Systems with Multiple Base Stations Nima Tavangaran Mingzhe Chen Zhaohui Yang J. M. B. D. Silva H. Vincent Poor FedML 11 4 0 25 Aug 2022
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning Wenzhi Fang Ziyi Yu Yuning Jiang Yuanming Shi Colin N. Jones Yong Zhou FedML 71 53 0 24 Jan 2022
Federated Learning in Unreliable and Resource-Constrained Cellular Wireless Networks M. Salehi E. Hossain FedML 41 81 0 09 Dec 2020
Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge M. Amiri Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor 63 168 0 28 Jan 2020
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 133 1,663 0 14 Apr 2018