PLAN: Variance-Aware Private Mean Estimation

Martin Aumüller, Christian Janos Lebeda, Boel Nelson +1

Differentially private mean estimation is an important building block in privacy-preserving algorithms for data analysis and machine learning. Though the trade-off between privacy…