Rémi Gribonval

On the Statistical Complexity of Estimation and Testing under Privacy Constraints

2022 · arXiv (Cornell University)

The challenge of producing accurate statistics while respecting the privacy of the individuals in a sample is an important area of research. We study minimax lower bounds for classes of differentially private estimators. In particular, …