Graph polynomials and approximation of partition functions with Loopy Belief Propagation
Yusuke WatanabeKenji FukumizuPublished in: CoRR (2009)
Keyphrases
- higher order
- loopy belief propagation
- markov random field
- conditional random fields
- belief propagation
- min cut
- free energy
- graph cuts
- pairwise
- partition function
- energy minimization
- approximate inference
- message passing
- parameter estimation
- graphical models
- energy function
- em algorithm
- machine learning
- exact inference
- graph partitioning
- junction tree
- undirected graph
- probabilistic inference
- closed form
- markov chain