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MMVFL:一个简单的垂直联合学习框架,用于多类多参与者场景

Siwei Feng1, Han Yu2, Yuebing Zhu1

  • 1School of Computer Science & Technology, Soochow University, Suzhou 215000, China.

Sensors (Basel, Switzerland)
|January 23, 2024
PubMed
概括

本研究介绍了一个多参与者多类垂直联合学习 (MMVFL) 框架. 在联合学习场景中,MMVFL可实现安全的标签共享,以提高多类分类性能.

关键词:
多视图学习学习多视图学习多个类的多个类.多个参与者的多个参与者.垂直联合学习是指垂直联合学习.

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