2026
Differentially Private Synthetic Tabular Data via Private Evolution
ICML 2026poster
This paper investigates the problem of generating synthetic tabular data with differential privacy (DP) guarantees, enabling data sharing in sensitive domains. Despite extensive study, state-of-the-art methods often focus on minimizing low-order marginal query errors and overlook the challenges pose…