Blind Federated Edge Learning

19 October 2020

Deniz Gunduz

Papers citing "Blind Federated Edge Learning"

39 / 39 papers shown

Title
MAB-Based Channel Scheduling for Asynchronous Federated Learning in Non-Stationary Environments Z. Li Yubo Yang Tao Yang X. Wu Ziyu Guo Bo Hu 64 0 0 03 Mar 2025
Update Estimation and Scheduling for Over-the-Air Federated Learning with Energy Harvesting Devices Furkan Bagci Busra Tegin M. Kazemi T. Duman 38 0 0 30 Jan 2025
Over-the-Air Multi-Sensor Inference with Neural Networks Using Memristor-Based Analog Computing Busra Tegin Muhammad Atif Ali T. Duman 63 0 0 20 Jan 2025
Over-the-Air Federated Adaptive Data Analysis: Preserving Accuracy via Opportunistic Differential Privacy A. H. Hadavi M. M. Mojahedian M. R. Aref 73 1 0 24 Nov 2024
Over-the-Air Federated Learning via Weighted Aggregation Seyed Mohammad Azimi-Abarghouyi Leandros Tassiulas FedML 34 2 0 12 Sep 2024
Compute-Update Federated Learning: A Lattice Coding Approach Seyed Mohammad Azimi-Abarghouyi L. Varshney FedML 32 1 0 10 Sep 2024
Private Collaborative Edge Inference via Over-the-Air Computation Selim F. Yilmaz Burak Hasircioglu Li Qiao Deniz Gunduz FedML 55 1 0 30 Jul 2024
Biased Over-the-Air Federated Learning under Wireless Heterogeneity Muhammad Faraz Ul Abrar Nicolò Michelusi 36 2 0 28 Mar 2024
Training Machine Learning models at the Edge: A Survey Aymen Rayane Khouas Mohamed Reda Bouadjenek Hakim Hacid Sunil Aryal 29 10 0 05 Mar 2024
Federated Learning via Lattice Joint Source-Channel Coding Seyed Mohammad Azimi-Abarghouyi L. Varshney FedML 30 4 0 01 Mar 2024
Analog-digital Scheduling for Federated Learning: A Communication-Efficient Approach Muhammad Faraz Ul Abrar Nicolò Michelusi 31 2 0 01 Feb 2024
Blind Federated Learning via Over-the-Air q-QAM Saeed Razavikia José Hélio da Cruz Júnior Carlo Fischione 37 4 0 07 Nov 2023
AirFL-Mem: Improving Communication-Learning Trade-Off by Long-Term Memory Haifeng Wen Hong Xing Osvaldo Simeone 34 0 0 25 Oct 2023
Semi-Federated Learning: Convergence Analysis and Optimization of A Hybrid Learning Framework Jingheng Zheng Wanli Ni Hui Tian Deniz Gunduz Tony Q. S. Quek Zhu Han FedML 35 8 0 04 Oct 2023
Over-the-Air Computation Aided Federated Learning with the Aggregation of Normalized Gradient Rongfei Fan Xuming An Shiyuan Zuo Han Hu FedML 22 0 0 17 Aug 2023
Distributed Convex Optimization "Over-the-Air" in Dynamic Environments Navneet Agrawal Renato L. G. Cavalcante M. Yukawa S. Stańczak 23 3 0 10 Jul 2023
Differentially Private Wireless Federated Learning Using Orthogonal Sequences Xizixiang Wei Tianhao Wang Ruiquan Huang Cong Shen Jing Yang H. Vincent Poor 43 1 0 14 Jun 2023
Graph Neural Networks over the Air for Decentralized Tasks in Wireless Networks Zhan Gao Deniz Gunduz GNN 35 1 0 16 Feb 2023
Digital Over-the-Air Federated Learning in Multi-Antenna Systems Sihua Wang Mingzhe Chen Cong Shen Changchuan Yin Christopher G. Brinton 34 2 0 04 Feb 2023
Over-The-Air Federated Learning Over Scalable Cell-free Massive MIMO Houssem Sifaou Geoffrey Ye Li 32 12 0 13 Dec 2022
Non-Coherent Over-the-Air Decentralized Gradient Descent Nicolò Michelusi 29 6 0 19 Nov 2022
A Survey on Over-the-Air Computation Alphan Șahin Rui Yang 31 76 0 20 Oct 2022
Random Orthogonalization for Federated Learning in Massive MIMO Systems Xizixiang Wei Cong Shen Jing Yang H. Vincent Poor 52 14 0 18 Oct 2022
Over-the-Air Computation Based on Balanced Number Systems for Federated Edge Learning Alphan Șahin FedML 26 14 0 13 Oct 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications Deniz Gunduz Zhijin Qin Iñaki Estella Aguerri Harpreet S. Dhillon Zhaohui Yang Aylin Yener Kai‐Kit Wong C. Chae 27 432 0 19 Jul 2022
Over-the-Air Federated Edge Learning with Hierarchical Clustering Ozan Aygün M. Kazemi Deniz Gündüz T. Duman 22 5 0 19 Jul 2022
Balancing Accuracy and Integrity for Reconfigurable Intelligent Surface-aided Over-the-Air Federated Learning Jingheng Zheng Hui Tian Wanli Ni Wei Ni Ping Zhang 27 34 0 17 Jul 2022
Over-the-Air Federated Learning with Energy Harvesting Devices Ozan Aygün M. Kazemi Deniz Gündüz T. Duman FedML 18 12 0 25 May 2022
Hierarchical Over-the-Air Federated Edge Learning Ozan Aygün M. Kazemi Deniz Gündüz T. Duman 11 25 0 21 Dec 2021
Reconfigurable Intelligent Surface Empowered Over-the-Air Federated Edge Learning Hang Liu Zehong Lin Xiaojun Yuan Y. Zhang 15 5 0 06 Sep 2021
Federated Learning with Downlink Device Selection M. Amiri Sanjeev R. Kulkarni H. Vincent Poor FedML 18 9 0 07 Jul 2021
Dynamic Scheduling for Over-the-Air Federated Edge Learning with Energy Constraints Yuxuan Sun Sheng Zhou Z. Niu Deniz Gündüz 10 92 0 31 May 2021
Denoising Noisy Neural Networks: A Bayesian Approach with Compensation Yulin Shao Soung Chang Liew Deniz Gunduz 56 14 0 22 May 2021
Federated Learning: A Signal Processing Perspective Tomer Gafni Nir Shlezinger Kobi Cohen Yonina C. Eldar H. Vincent Poor FedML 21 128 0 31 Mar 2021
Temporal-Structure-Assisted Gradient Aggregation for Over-the-Air Federated Edge Learning Dian Fan Xiaojun Yuan Y. Zhang FedML 13 24 0 03 Mar 2021
Federated Edge Learning with Misaligned Over-The-Air Computation Yulin Shao Deniz Gunduz Soung Chang Liew FedML 13 83 0 26 Feb 2021
CSIT-Free Model Aggregation for Federated Edge Learning via Reconfigurable Intelligent Surface Hang Liu Xiaojun Yuan Y. Zhang 11 15 0 22 Feb 2021
Convergence of Federated Learning over a Noisy Downlink M. Amiri Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor FedML 8 74 0 25 Aug 2020
Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge M. Amiri Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor 86 170 0 28 Jan 2020