257 citations · 537 across the 28 of their papers we have counts for
4 papers · 1 filter
A New Class of Private Chi-Square Tests
Daniel Kifer, Ryan Rogers
In this paper, we develop new test statistics for private hypothesis testing. These statistics are designed specifically so that their asymptotic distributions, after accounting fo…
Vibrational modes of negatively charged silicon-vacancy centers in diamond from ab initio calculations
Elisa Londero, Gergő Thiering, Lukas Razinkovas +2
Silicon-vacancy (SiV) center in diamond is a photoluminescence (PL) center with a characteristic zero-phonon line energy at 1.681 eV that acts as a solid-state single photon source…
Max-Information, Differential Privacy, and Post-Selection Hypothesis Testing
Ryan Rogers, Aaron Roth, Adam Smith +1
In this paper, we initiate a principled study of how the generalization properties of approximate differential privacy can be used to perform adaptive hypothesis testing, while giv…
Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing
Marco Gaboardi, Hyun woo Lim, Ryan Rogers +1
Hypothesis testing is a useful statistical tool in determining whether a given model should be rejected based on a sample from the population. Sample data may contain sensitive inf…