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Personalized federated learning framework based on similarity-sense and selective communication protocols

With the advancement of edge computing and wearable technologies, a notable increase in the deployment of deep neural networks (DNNs) on endpoint devices has been observed.A personalized federated learning framework named Similarity-Sense Selective Knowledge Distillation (TSKD) is proposed to addres...

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Detalles Bibliográficos
Principais autores: LI Yan, ZHUANG Meng-Yu
Formato: Artigo
Idioma:Inglês
Publicado: Editorial Department of Journal of Sichuan University (Natural Science Edition) 2025-03-01
Series:四川大学学报. 自然科学版
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Acceso en liña:http://science.scu.edu.cn/thesisDetails#10.19907/j.0490-6756.240229
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