Efficient Algorithms for Locally Private Estimation with Optimal Accuracy Guarantees
Vitaly Feldman (Apple ML Research)
E18-304
Abstract: Locally Differentially Private (LDP) reports are commonly used for collection of statistics and machine learning in the federated setting with an untrusted server. We study the efficiency of two…