This paper gives the first edge-differentially-private algorithms for choosing nodes to vaccinate so that the residual contact network has low maximum degree or spectral radius, with approximation guarantees and experiments.
Mathematical models for covid-19 pandemic: a comparative analysis
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Controlling the Spread of Epidemics on Networks with Differential Privacy
This paper gives the first edge-differentially-private algorithms for choosing nodes to vaccinate so that the residual contact network has low maximum degree or spectral radius, with approximation guarantees and experiments.