ICAFS: Inter-Client-Aware Feature Selection for Vertical Federated Learning

Ruochen Jin, Boning Tong, Shu Yang +2

Vertical federated learning (VFL) enables a paradigm for vertically partitioned data across clients to collaboratively train machine learning models. Feature selection (FS) plays a…