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cs.LG2025
Differentially private federated learning for localized control of infectious disease dynamics
Raouf Kerkouche, Henrik Zunker, Mario Fritz +1
In times of epidemics, swift reaction is necessary to mitigate epidemic spreading. For this reaction, localized approaches have several advantages, limiting necessary resources and…
q-bio.PE2025
Risk-mediated dynamic regulation of effective contacts de-synchronizes outbreaks in metapopulation epidemic models
Henrik Zunker, Philipp Dönges, Patrick Lenz +2
Metapopulation epidemic models help capture the spatial dimension of infectious disease spread by dividing heterogeneous populations into separate but interconnected communities, r…