Collaborative Network and Metric Learning Based Label Noise Robust Federated LearningMethod

Currently,there is limited research on the problem of label noise in federated learning.The main approaches involve introducing a benchmark dataset on the server side to evaluate the client's model,controlling the aggregation weights and feature class centers of the clients.However,most methods...

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Autor principal: WU Fei, ZHANG Jiabin, YUE Xiaofan, JI Yimu, JING Xiaoyuan
Format: Artigo
Idioma:Chinês
Publicat: Editorial office of Computer Science 2024-10-01
Col·lecció:Jisuanji kexue
Matèries:
robust federated learning|label noise|collaborative network|metric learning
Accés en línia:https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2024-51-10-391.pdf
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