Statistical Theory of Differentially Private Marginal-based Data Synthesis Algorithms

Ximing Li, Chendi Wang, Guang Cheng

Marginal-based methods achieve promising performance in the synthetic data competition hosted by the National Institute of Standards and Technology (NIST). To deal with high-dimens…