TabVFL: Improving Latent Representation in Vertical Federated Learning

no code implementations • 27 Apr 2024 • Mohamed Rashad, Zilong Zhao, Jeremie Decouchant, Lydia Y. Chen

The existing design of training autoencoders in VFL is to train a separate autoencoder in each participant and aggregate the latent representation later.

Representation Learning Vertical Federated Learning