Characterizing Impacts of Heterogeneity in Federated Learning upon
Large-Scale Smartphone Data

Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data

12 June 2020

Mengwei Xu

Shangguang Wang

Papers citing "Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data"

5 / 5 papers shown

Title
HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning Xumeng Wang Wei-Neng Chen Jiazhi Xia Zhen Wen Rongchen Zhu Tobias Schreck FedML 26 20 0 16 Aug 2022
Federated Social Recommendation with Graph Neural Network Zhiwei Liu Liangwei Yang Ziwei Fan Hao Peng Philip S. Yu FedML 21 151 0 21 Nov 2021
Resource-Efficient Federated Learning A. Abdelmoniem Atal Narayan Sahu Marco Canini Suhaib A. Fahmy FedML 22 51 0 01 Nov 2021
EasyFL: A Low-code Federated Learning Platform For Dummies Weiming Zhuang Xin Gan Yonggang Wen Shuai Zhang FedML 17 46 0 17 May 2021
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization Amirhossein Reisizadeh Aryan Mokhtari Hamed Hassani Ali Jadbabaie Ramtin Pedarsani FedML 157 758 0 28 Sep 2019