3 papers
cs.CR2026
Optimal Rates for Differentially Private Hypothesis Testing with E-values
Ben Jacobsen, Tomas Gonzalez, Gavin Brown +2
E-values have attracted considerable interest in recent years as flexible tools for enabling anytime-valid and adaptive data analysis. Hypothesis testing is at the core of many of…
cs.LG2025
Prediction with Expert Advice under Local Differential Privacy
Ben Jacobsen, Kassem Fawaz
We study the classic problem of prediction with expert advice under the constraint of local differential privacy (LDP). In this context, we first show that a classical algorithm na…
cs.CR2025
Private Continual Counting of Unbounded Streams
Ben Jacobsen, Kassem Fawaz
We study the problem of differentially private continual counting in the unbounded setting where the input size is not known in advance. Current state-of-the-art algorithms bas…