Nhan Khanh Le

Scalable and Secure Federated XGBoost

Federated learning (FL) is the distributed machine learning framework that enables collaborative training across multiple parties while ensuring data privacy. Practical adaptation of XGBoost, the state-of-the-art tree boosting framework, to FL remains nascent due to high cost incurred by conventiona…