most citedA Bayesian generative neural network framework for epidemic inference problems

21 citations · 29 across the 3 of their papers we have counts for

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cond-mat.dis-nn2023★ 3 cited

Small-Coupling Dynamic Cavity: a Bayesian mean-field framework for epidemic inference

Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta +3

We present the Small-Coupling Dynamic Cavity (SCDC) method, a novel generalized mean-field approximation for epidemic inference and risk assessment within a fully Bayesian framewor…