Loopy Belief Propagation, Bethe Free Energy and Graph Zeta Function
Yusuke WatanabeKenji FukumizuPublished in: CoRR (2011)
Keyphrases
- loopy belief propagation
- free energy
- belief propagation
- zeta function
- bethe free energy
- approximate inference
- graphical models
- upper bound
- markov random field
- message passing
- graph cuts
- fixed point
- marginal probabilities
- posterior distribution
- energy minimization
- stereo matching
- competitive learning
- em algorithm
- least squares
- pairwise
- lower bound
- gaussian process
- computer vision
- exact inference
- partition function