Bayesian Nonparametric Privacy-Preserving Synthetic Data Generation: I. Discrete Data

Maria Chiara Menicucci, Mario Beraha, Stefano Favaro +1

Synthetic data generation is a powerful approach to privacy-preserving statistical analysis, where data-release mechanisms are governed by a privacy-utility tradeoff: they should p…