Federated Data Augmentation Algorithm for Non-independent and Identical Distributed Data

In federated learning,the local data distribution of users changes with the location and preferences of users,the data under the non-independent and identical distributed(Non-IID) data may lack data of some label categories,which significantly affects the update rate and the performance of the globa...

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Bibliographic Details
Main Author: QU Xiang-mou, WU Ying-bo, JIANG Xiao-ling
Format: Article
Language:zho
Published: Editorial office of Computer Science 2022-12-01
Series:Jisuanji kexue
Subjects:
Online Access:https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-12-33.pdf