Differentially Private Query Release Through Adaptive Projection

Sergul Aydore, William Brown, Michael Kearns +4

We propose, implement, and evaluate a new algorithm for releasing answers to very large numbers of statistical queries like $k$-way marginals, subject to differential privacy. Our…