Turning Channel Noise into an Accelerator for Over-the-Air Principal
Component Analysis

Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis

20 April 2021

Guangxu Zhu

Vincent K. N. Lau

Papers citing "Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis"

15 / 15 papers shown

Title
Over-the-Air Federated Adaptive Data Analysis: Preserving Accuracy via Opportunistic Differential Privacy A. H. Hadavi M. M. Mojahedian M. R. Aref 63 1 0 24 Nov 2024
Robust Federated Learning Over the Air: Combating Heavy-Tailed Noise with Median Anchored Clipping Jiaxing Li Zihan Chen Kai Fong Ernest Chong Bikramjit Das Tony Q. S. Quek Howard H. Yang 18 0 0 23 Sep 2024
Over-the-Air Federated Learning via Weighted Aggregation Seyed Mohammad Azimi-Abarghouyi Leandros Tassiulas FedML 21 2 0 12 Sep 2024
Generation of Uncorrelated Residual Variables for Chemical Process Fault Diagnosis via Transfer Learning-based Input-Output Decoupled Network Zhuofu Pan Qingkai Sui Yaling Wang Jiang Luo Jie Chen Hongtian Chen 23 0 0 29 Apr 2024
Adaptive Federated Learning Over the Air Chenhao Wang Zihan Chen Nikolaos Pappas Howard H. Yang Tony Q. S. Quek H. Vincent Poor FedML 16 1 0 11 Mar 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
Byzantine-Resilient Federated PCA and Low Rank Column-wise Sensing Ankit Pratap Singh Namrata Vaswani 9 0 0 25 Sep 2023
Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning Zihan Chen Howard H. Yang Tony Q. S. Quek 38 9 0 17 Jun 2023
Spectrum Breathing: Protecting Over-the-Air Federated Learning Against Interference Zhanwei Wang Kaibin Huang Yonina C. Eldar 20 9 0 10 May 2023
Accelerating Wireless Federated Learning via Nesterov's Momentum and Distributed Principle Component Analysis Yanjie Dong Luya Wang Yuanfang Chi Jia Wang Haijun Zhang Fei Yu Victor C. M. Leung Xiping Hu 15 5 0 31 Mar 2023
On-the-Fly Communication-and-Computing for Distributed Tensor Decomposition Over MIMO Channels Xu Chen Erik G. Larsson Kaibin Huang 19 3 0 28 Feb 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 18 52 0 20 Oct 2022
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications Khaled B. Letaief Yuanming Shi Jianmin Lu Jianhua Lu 26 414 0 24 Nov 2021
Analog MIMO Communication for One-shot Distributed Principal Component Analysis Xu Chen Erik G. Larsson Kaibin Huang 23 4 0 04 Nov 2021