Optimizing fitness-for-use of differentially private linear queries
Optimizing fitness-for-use of differentially private linear queries
In practice, differentially private data releases are designed to support a variety of applications. A data release is fit for use if it meets target accuracy requirements for each application. In this paper, we consider the problem of answering linear queries under differential privacy subject to per-query accuracy constraints. Existing …