Flexible Vertical Federated Learning with Heterogeneous Parties

Timothy Castiglia, Shiqiang Wang, Stacy Patterson

We propose Flexible Vertical Federated Learning (Flex-VFL), a distributed machine algorithm that trains a smooth, non-convex function in a distributed system with vertically partit…