On the Statistical Complexity of Estimation and Testing under Privacy Constraints

Clément Lalanne, Aurélien Garivier, Rémi Gribonval

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 class…