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…