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20172025
most citedValid Post-Detection Inference for Change Points Identified Using Trend Filtering

4 citations · 23 across the 17 of their papers we have counts for

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math.ST2022★ 4 cited

Differentially private multivariate medians

Kelly Ramsay, Aukosh Jagannath, Shoja'eddin Chenouri

Statistical tools which satisfy rigorous privacy guarantees are necessary for modern data analysis. It is well-known that robustness against contamination is linked to differential…

math.ST2021★ 3 cited

Differentially private depth functions and their associated medians

Kelly Ramsay, Shoja'eddin Chenouri

In this paper, we investigate the differentially private estimation of data depth functions and their associated medians. We introduce several methods for privatizing depth values…