Chuanhu Ma

Runtime-Aware Pipeline for Vertical Federated Learning with Bounded Model Staleness

2025

Vertical federated learning (VFL) enables a privacy-preserving collaboration among various parties to train a global model by melding their geo-distributed data features. Communication has been recognized as the primary bottleneck that impairs training efficiency due …