Private Adaptive Covariance Estimation via Gaussian Graphical Models

Cecilia Ferrando, Miguel Fuentes, Brett Mullins +2

We propose PACE-GGM, a data-adaptive differentially private method for covariance estimation that concentrates its privacy budget on the most informative entries of the empirical c…