Private Synthetic Data Meets Ensemble Learning

Haoyuan Sun, Navid Azizan, Akash Srivastava +1

When machine learning models are trained on synthetic data and then deployed on real data, there is often a performance drop due to the distribution shift between synthetic and rea…