Shenzhen Research Institute of Big Data & University of Pennsylvania, Philadelphia, PA 19104, USA; Tsinghua University, Beijing, 100084, P. R. China; Department of Statistics, University of California, Los Angeles, Los Angeles, CA 90095, USA
Ximing Li, Chendi Wang, Guang Cheng
Synthetic data;differential privacy;marginal-based method;Bayesian network;learning theory
Statistical Theory of Differentially Private Marginal-based Data Synthesis Algorithms