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Nov, 2023
基于神经网络的新型不平衡和非独立同分布数据的联邦学习系统
A Novel Neural Network-Based Federated Learning System for Imbalanced and Non-IID Data
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Mahfuzur Rahman Chowdhury, Muhammad Ibrahim
TL;DR
通过提出集中式的、基于神经网络的联邦学习系统,利用边缘计算减少中央服务器的负载,同时在各种数据分布设置中相对于一些现有基准算法取得令人满意的性能。
Abstract
With the growth of
machine learning techniques
,
privacy
of data of users has become a major concern. Most of the machine learning algorithms rely heavily on large amount of data which may be collected from variou
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