Brett Mullins

Efficient and Private Marginal Reconstruction with Local Non-Negativity

Differential privacy is the dominant standard for formal and quantifiable privacy and has been used in major deployments that impact millions of people. Many differentially private algorithms for query release and synthetic data contain steps that reconstruct answers to queries from answers to other…