Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning

Anirban Das, Timothy Castiglia, Shiqiang Wang +1

We consider federated learning in tiered communication networks. Our network model consists of a set of silos, each holding a vertical partition of the data. Each silo contains a h…