215 citations · 1.8k across the 55 of their papers we have counts for
7 papers · 1 filter
Limits of Individual Consent and Models of Distributed Consent in Online Social Networks
Juniper Lovato, Antoine Allard, Randall Harp +2
Personal data are not discrete in socially-networked digital environments. A user who consents to allow access to their profile can expose the personal data of their network connec…
Deep learning of contagion dynamics on complex networks
Charles Murphy, Edward Laurence, Antoine Allard
Forecasting the evolution of contagion dynamics is still an open problem to which mechanistic models only offer a partial answer. To remain mathematically or computationally tracta…
Stochasticity and heterogeneity in the transmission dynamics of SARS-CoV-2
Benjamin M. Althouse, Edward A. Wenger, Joel C. Miller +4
SARS-CoV-2 causing COVID-19 disease has moved rapidly around the globe, infecting millions and killing hundreds of thousands. The basic reproduction number, which has been widely u…
The role of directionality, heterogeneity and correlations in epidemic risk and spread
Antoine Allard, Cristopher Moore, Samuel V. Scarpino +2
Most models of epidemic spread, including many designed specifically for COVID-19, implicitly assume mass-action contact patterns and undirected contact networks, meaning that the…
Master equation analysis of mesoscopic localization in contagion dynamics on higher-order networks
Guillaume St-Onge, Vincent Thibeault, Antoine Allard +2
Simple models of infectious diseases tend to assume random mixing of individuals, but real interactions are not random pairwise encounters: they occur within various types of gathe…
Social confinement and mesoscopic localization of epidemics on networks
Guillaume St-Onge, Vincent Thibeault, Antoine Allard +2
Recommendations around epidemics tend to focus on individual behaviors, with much less efforts attempting to guide event cancellations and other collective behaviors since most mod…