Lifted Variable Elimination: A Novel Operator and Completeness Results

Nima Taghipour Daan Fierens Guy Van den Broeck Jesse Davis Hendrik Blockeel

Published in: CoRR (2012)

Keyphrases

variable elimination
probabilistic inference
graphical models
bayesian networks
belief networks
conditional probabilities

elimination algorithm
inference in bayesian networks
approximate inference
message passing
influence diagrams

data quality
junction tree
neural network
belief propagation
probabilistic model

conditional random fields
model selection
computational complexity
training data
image segmentation