40 citations · 65 across the 3 of their papers we have counts for
3 papers
stat.ME2019★ 9 cited
Bayesian epidemiological modeling over high-resolution network data
Stefan Engblom, Robin Eriksson, Stefan Widgren
Mathematical epidemiological models have a broad use, including both qualitative and quantitative applications. With the increasing availability of data, large-scale quantitative d…
cs.CR2016★ 40 cited
Privacy Odometers and Filters: Pay-as-you-Go Composition
Ryan Rogers, Aaron Roth, Jonathan Ullman +1
In this paper we initiate the study of adaptive composition in differential privacy when the length of the composition, and the privacy parameters themselves can be chosen adaptive…
q-bio.PE2015★ 16 cited
Fast event-based epidemiological simulations on national scales
Pavol Bauer, Stefan Engblom, Stefan Widgren
We present a computational modeling framework for data-driven simulations and analysis of infectious disease spread in large populations. For the purpose of efficient simulations,…