Differentially Private Model Selection with Penalized and Constrained Likelihood

Jing Lei, Anne-Sophie Charest, Aleksandra Slavkovic +2

In statistical disclosure control, the goal of data analysis is twofold: The released information must provide accurate and useful statistics about the underlying population of int…