Laplace's Method Approximations for Probabilistic Inference in Belief Networks with Continuous Variables.

Adriano Azevedo-Filho Ross D. Shachter

Published in: UAI (1994)

Keyphrases

continuous variables
machine learning
bayesian networks
social networks
objective function
pairwise
dynamic programming
probabilistic model
state space
energy function
computationally expensive