Two-Stage Data Synthesization: A Statistics-Driven Restricted Trade-off between Privacy and Prediction

Xiaotong Liu, Shao-Bo Lin, Jun Fan +1

Synthetic data have gained increasing attention across various domains, with a growing emphasis on their performance in downstream prediction tasks. However, most existing synthesi…