45 citations · 46 across the 3 of their papers we have counts for
3 papers
A Latent Class Modeling Approach for Generating Synthetic Data and Making Posterior Inferences from Differentially Private Counts
Michelle Pistner Nixon, Andrés F. Barrientos, Jerome P. Reiter +1
Several algorithms exist for creating differentially private counts from contingency tables, such as two-way or three-way marginal counts. The resulting noisy counts generally do n…
Privacy for Spatial Point Process Data
Adam Walder, Ephraim M. Hanks, Aleksandra Slavković
In this work we develop methods for privatizing spatial location data, such as spatial locations of individual disease cases. We propose two novel Bayesian methods for generating s…
Causal inference in transportation safety studies: Comparison of potential outcomes and causal diagrams
Vishesh Karwa, Aleksandra B. Slavković, Eric T. Donnell
The research questions that motivate transportation safety studies are causal in nature. Safety researchers typically use observational data to answer such questions, but often wit…