Private Synthetic Data for Multitask Learning and Marginal Queries

Giuseppe Vietri, Cedric Archambeau, Sergul Aydore +6

We provide a differentially private algorithm for producing synthetic data simultaneously useful for multiple tasks: marginal queries and multitask machine learning (ML). A key inn…