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Quantifying the Effects of Contact Tracing, Testing, and Containment Measures in the Presence of Infection Hotspots. (arXiv:2004.07641v6 [cs.LG] UPDATED)
Nov. 11, 2022, 2:12 a.m. | Lars Lorch, Heiner Kremer, William Trouleau, Stratis Tsirtsis, Aron Szanto, Bernhard Schölkopf, Manuel Gomez-Rodriguez
cs.LG updates on arXiv.org arxiv.org
Multiple lines of evidence strongly suggest that infection hotspots, where a
single individual infects many others, play a key role in the transmission
dynamics of COVID-19. However, most of the existing epidemiological models fail
to capture this aspect by neither representing the sites visited by individuals
explicitly nor characterizing disease transmission as a function of individual
mobility patterns. In this work, we introduce a temporal point process modeling
framework that specifically represents visits to the sites where individuals
get in …
More from arxiv.org / cs.LG updates on arXiv.org
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