A Comparison of Lauritzen-Spiegelhalter, Hugin, and Shenoy-Shafer Architectures for Computing Marginals of Probability Distributions
Vasilica LeparPrakash P. ShenoyPublished in: CoRR (2013)
Keyphrases
- probability distribution
- conditional probabilities
- belief functions
- message passing
- junction tree
- bayesian networks
- random variables
- joint distribution
- marginal probabilities
- graphical models
- marginal distributions
- conditional independence
- belief networks
- belief propagation
- real time
- multiscale
- probability density
- probability density function
- lower level
- decision problems
- statistical analysis
- probabilistic model
- multiresolution
- neural network