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math.PR2012
Tutorial on Exact Belief Propagation in Bayesian Networks: from Messages to Algorithms
G. Nuel
In Bayesian networks, exact belief propagation is achieved through message passing algorithms. These algorithms (ex: inward and outward) provide only a recursive definition of the…
math.PR2009★ 3 cited
On the first k moments of the random count of a pattern in a multi-states sequence generated by a Markov source
Grégory Nuel
In this paper, we develop an explicit formula allowing to compute the first k moments of the random count of a pattern in a multi-states sequence generated by a Markov source. We d…