M${}^2$M: A general method to perform various data analysis tasks from a differentially private sketch

Florimond Houssiau, Vincent Schellekens, Antoine Chatalic +2

Differential privacy is the standard privacy definition for performing analyses over sensitive data. Yet, its privacy budget bounds the number of tasks an analyst can perform with…