Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data

Timothy J. Castiglia, Anirban Das, Shiqiang Wang, Stacy Patterson

Abstract: We propose Compressed Vertical Federated Learning (C-VFL) for communication-efficient training on vertically partitioned data. In C-VFL, a server and multiple parties collaboratively train a model ...