Query the model: precomputations for efficient inference with Bayesian Networks

Cigdem Aslay, Martino Ciaperoni, Aristides Gionis +1

Variable Elimination is a fundamental algorithm for probabilistic inference over Bayesian networks. In this paper, we propose a novel materialization method for Variable Eliminatio…