Thomas Humphries
2 indexed papers
Recent (6 mo)
2With code
0Influential cites
0Benchmarked
0Publications per year
226
Top categories
Crypto×2Databases×2ML×1
Frequent co-authors
Research Timeline
2026
Interpreting the Error of Differentially Private Median Queries through Randomization Intervals
The paper introduces PostRI, a novel method that allows for computing a Randomization Interval (RI) for differentially private median queries after the median has already been estimated, significantly improving utility compared to prior work.
PE-means: Improved Differentially Private $k$-means Clustering through Private Evolution
The paper introduces PE-means, an improved differentially private $k$-means clustering method that uses the Private Evolution (PE) algorithm to achieve better clustering loss compared to existing state-of-the-art techniques.
Highlighted terms show continued research focus across papers
Papers
cs.LGcs.CRcs.DBRecentMay 29, 2026
PE-means: Improved Differentially Private $k$-means Clustering through Private Evolution
The paper introduces PE-means, an improved differentially private $k$-means clustering method that uses the Private Evolution (PE) algorithm to achieve better clustering loss compared to existing stat…
View →
cs.CRcs.DBRecentApr 8, 2026