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AdaBoost algorithm based on target perturbation

Aiming at the problem that the multi-round iteration process in the AdaBoost algorithm will amplify the noise added to achieve differential privacy protection, which leads to slow model convergence and greatly reduced data availability, an AdaBoost algorithm based on target perturbation—DPAda was pr...

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Detalhes bibliográficos
Principais autores: Shufen ZHANG, Yanling DONG, Jingcheng XU, Haoshi WANG
Formato: Artigo
Idioma:Chinês
Publicado em: Editorial Department of Journal on Communications 2023-02-01
coleção:Tongxin xuebao
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Acesso em linha:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023028/
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