Communication-Efficient Vertical Federated Learning

Federated learning (FL) is a privacy-preserving distributed learning approach that allows multiple parties to jointly build machine learning models without disclosing sensitive data. Although FL has solved the problem of collaboration without compromising privacy, it has a significant communication...

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Bibliographic Details
Main Authors: Afsana Khan, Marijn ten Thij, Anna Wilbik
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/15/8/273