Secure and Efficient Federated Gradient Boosting Decision Trees

In recent years, federated GBDTs have gradually replaced traditional GBDTs, and become the focus of academic research. They are used to solve the task of structured data mining. Aiming at the problems of information leakage, insufficient model accuracy and high communication cost in the existing sch...

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Bibliographic Details
Main Authors: Xue Zhao, Xiaohui Li, Shuang Sun, Xu Jia
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/7/4283