AIM: An Adaptive and Iterative Mechanism for Differentially Private Synthetic Data

Ryan McKenna, Brett Mullins, Daniel Sheldon +1

We propose AIM, a new algorithm for differentially private synthetic data generation. AIM is a workload-adaptive algorithm within the paradigm of algorithms that first selects a se…