Accelerated Gradient Descent Learning over Multiple Access Fading Channels

26 July 2021

Papers citing "Accelerated Gradient Descent Learning over Multiple Access Fading Channels"

19 / 19 papers shown

Title
Communication-Efficient Federated Learning over MIMO Multiple Access Channels Yo-Seb Jeon Mohammad Mohammadi Amiri Namyoon Lee 29 18 0 12 Jun 2022
Federated Learning: A Signal Processing Perspective Tomer Gafni Nir Shlezinger Kobi Cohen Yonina C. Eldar H. Vincent Poor FedML 68 129 0 31 Mar 2021
Distributed Sparse SGD with Majority Voting Kerem Ozfatura Emre Ozfatura Deniz Gunduz FedML 67 4 0 12 Nov 2020
Over-the-Air Federated Learning from Heterogeneous Data Tomer Sery Nir Shlezinger Kobi Cohen Yonina C. Eldar FedML 54 197 0 27 Sep 2020
Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent Bao Wang T. Nguyen Andrea L. Bertozzi Richard G. Baraniuk Stanley J. Osher ODL 42 48 0 24 Feb 2020
Wireless Federated Learning with Local Differential Privacy Mohamed Seif Ravi Tandon Ming Li 101 171 0 12 Feb 2020
Communication Efficient Federated Learning over Multiple Access Channels Wei-Ting Chang Ravi Tandon FedML 58 44 0 23 Jan 2020
Energy-Aware Analog Aggregation for Federated Learning with Redundant Data Yuxuan Sun Sheng Zhou Deniz Gündüz FedML 45 95 0 01 Nov 2019
A Joint Learning and Communications Framework for Federated Learning over Wireless Networks Mingzhe Chen Zhaohui Yang Walid Saad Changchuan Yin H. Vincent Poor Shuguang Cui FedML 71 1,189 0 17 Sep 2019
Hierarchical Federated Learning Across Heterogeneous Cellular Networks Mehdi Salehi Heydar Abad Emre Ozfatura Deniz Gunduz Ozgur Ercetin FedML 131 311 0 05 Sep 2019
On Analog Gradient Descent Learning over Multiple Access Fading Channels Tomer Sery Kobi Cohen 42 154 0 20 Aug 2019
Federated Learning over Wireless Fading Channels M. Amiri Deniz Gunduz 104 510 0 23 Jul 2019
Energy-Efficient Radio Resource Allocation for Federated Edge Learning Qunsong Zeng Yuqing Du K. Leung Kaibin Huang 59 228 0 13 Jul 2019
Collaborative Machine Learning at the Wireless Edge with Blind Transmitters M. Amiri T. Duman Deniz Gunduz 61 54 0 08 Jul 2019
Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data Jinhyun Ahn Osvaldo Simeone Joonhyuk Kang FedML 50 109 0 05 Jul 2019
Broadband Analog Aggregation for Low-Latency Federated Edge Learning (Extended Version) Guangxu Zhu Yong Wang Kaibin Huang FedML 67 643 0 30 Dec 2018
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning Tianyi Chen G. Giannakis Tao Sun W. Yin 53 298 0 25 May 2018
Federated Optimization: Distributed Machine Learning for On-Device Intelligence Jakub Konecný H. B. McMahan Daniel Ramage Peter Richtárik FedML 138 1,899 0 08 Oct 2016
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 406 17,486 0 17 Feb 2016