On Analog Gradient Descent Learning over Multiple Access Fading Channels

20 August 2019

Papers citing "On Analog Gradient Descent Learning over Multiple Access Fading Channels"

18 / 68 papers shown

Title
Over-the-Air Statistical Estimation Chuan-Zheng Lee L. P. Barnes Ayfer Özgür 95 12 0 06 Mar 2021
Temporal-Structure-Assisted Gradient Aggregation for Over-the-Air Federated Edge Learning Dian Fan Xiaojun Yuan Y. Zhang FedML 111 25 0 03 Mar 2021
Privacy Amplification for Federated Learning via User Sampling and Wireless Aggregation Mohamed Seif Wei-Ting Chang Ravi Tandon FedML 139 49 0 02 Mar 2021
Federated Learning over Wireless Networks: A Band-limited Coordinated Descent Approach Junshan Zhang Na Li M. Dedeoglu FedML 82 42 0 16 Feb 2021
Adaptive Scheduling for Machine Learning Tasks over Networks Konstantinos Gatsis 137 3 0 25 Jan 2021
Time-Correlated Sparsification for Communication-Efficient Federated Learning Emre Ozfatura Kerem Ozfatura Deniz Gunduz FedML 96 53 0 21 Jan 2021
Distributed Sparse SGD with Majority Voting Kerem Ozfatura Emre Ozfatura Deniz Gunduz FedML 84 4 0 12 Nov 2020
Federated Learning via Intelligent Reflecting Surface Zhibin Wang Jiahang Qiu Yong Zhou Yuanming Shi Liqun Fu Wei Chen Khaled B. Letaief 96 158 0 10 Nov 2020
Fast Convergence Algorithm for Analog Federated Learning Shuhao Xia Jingyang Zhu Yuhan Yang Yong Zhou Yuanming Shi Wei Chen FedML 84 32 0 30 Oct 2020
Blind Federated Edge Learning M. Amiri T. Duman Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor 163 95 0 19 Oct 2020
Over-the-Air Federated Learning from Heterogeneous Data Tomer Sery Nir Shlezinger Kobi Cohen Yonina C. Eldar FedML 142 200 0 27 Sep 2020
Wireless for Machine Learning Henrik Hellström J. M. B. D. Silva Mohammad Mohammadi Amiri Mingzhe Chen Viktoria Fodor H. Vincent Poor Carlo Fischione 125 18 0 31 Aug 2020
Convergence of Federated Learning over a Noisy Downlink M. Amiri Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor FedML 126 78 0 25 Aug 2020
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications Jihong Park S. Samarakoon Anis Elgabli Joongheon Kim M. Bennis Seong-Lyun Kim Mérouane Debbah 149 168 0 06 Aug 2020
Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning Anis Elgabli Jihong Park Chaouki Ben Issaid M. Bennis 102 62 0 03 Jul 2020
Decentralized SGD with Over-the-Air Computation Emre Ozfatura Stefano Rini Deniz Gunduz 85 39 0 06 Mar 2020
Wireless Federated Learning with Local Differential Privacy Mohamed Seif Ravi Tandon Ming Li 143 184 0 12 Feb 2020
Communication Efficient Federated Learning over Multiple Access Channels Wei-Ting Chang Ravi Tandon FedML 100 44 0 23 Jan 2020