1 code implementation • 12 Dec 2023 • Kelly Ramsay, Dylan Spicker
We develop $(\epsilon,\delta)$-differentially private projection-depth-based medians using the propose-test-release (PTR) and exponential mechanisms.
1 code implementation • 12 Oct 2022 • Kelly Ramsay, Aukosh Jagannath, Shoja'eddin Chenouri
We develop novel finite-sample performance guarantees for differentially private multivariate depth-based medians, which are essentially sharp.
