Structured probabilistic inference.

Pierre-Henri Wuillemin Lionel Torti

Published in: Int. J. Approx. Reason. (2012)

Keyphrases

probabilistic inference
graphical models
influence diagrams
bayesian networks
conditional probabilities
belief networks
approximate inference

message passing
probabilistic reasoning
weighted model counting
exact inference
context specific independence
efficient inference
variable elimination

probability distribution
bayesian belief networks
bucket elimination
belief propagation
small number
conditional random fields
higher order

junction tree
classification accuracy
elimination algorithm
probabilistic model
learning algorithm
machine learning