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

Timothy Castiglia, Anirban Das, Shiqiang Wang +1

We propose Compressed Vertical Federated Learning (C-VFL) for communication-efficient training on vertically partitioned data. In C-VFL, a server and multiple parties collaborative…