Search Results for author: Shuaiqi Shen

Found 1 papers, 0 papers with code

Communication-Efficient Hybrid Federated Learning for E-health with Horizontal and Vertical Data Partitioning

no code implementations15 Apr 2024 Chong Yu, Shuaiqi Shen, Shiqiang Wang, Kuan Zhang, Hai Zhao

In this paper, we provide a thorough study on an effective integration of HFL and VFL, to achieve communication efficiency and overcome the above limitations when data is both horizontally and vertically partitioned.

Vertical Federated Learning

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