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10/12/2022
Concentration of the exponential mechanism and differentially private multivariate medians
We prove concentration inequalities for the output of the exponential me...
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12/02/2021
Change-point detection in the covariance kernel of functional data using data depth
We investigate several rank-based change-point procedures for the covari...
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01/07/2021
Differentially private depth functions and their associated medians
In this paper, we investigate the differentially private estimation of d...
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11/18/2020
Robust, multiple change-point detection for covariance matrices using data depth
In this paper, two robust, nonparametric methods for multiple change-poi...
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02/14/2020