Scalable Vertical Federated Learning via Data Augmentation and Amortized Inference

Conor Hassan, Matthew Sutton, Antonietta Mira +1

Vertical federated learning (VFL) has emerged as a paradigm for collaborative model estimation across multiple clients, each holding a distinct set of covariates. This paper introd…