Search Results for author: Matthew Regehr

Found 1 papers, 0 papers with code

A Bias-Variance-Privacy Trilemma for Statistical Estimation

no code implementations30 Jan 2023 Gautam Kamath, Argyris Mouzakis, Matthew Regehr, Vikrant Singhal, Thomas Steinke, Jonathan Ullman

The canonical algorithm for differentially private mean estimation is to first clip the samples to a bounded range and then add noise to their empirical mean.

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