Diffusion Source Identification on Networks with Statistical Confidence
Quinlan Dawkins,
Tianxi Li,
Haifeng Xu
Abstract:Diffusion source identification on networks is a problem of fundamental importance in a broad class of applications, including rumor controlling and virus identification. Though this problem has received significant recent attention, most studies have focused only on very restrictive settings and lack theoretical guarantees for more realistic networks. We introduce a statistical framework for the study of diffusion source identification and develop a confidence set inference approach inspired by hypothesis tes… Show more
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