Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation
Yusuke WatanabeKenji FukumizuPublished in: CoRR (2010)
Keyphrases
- loopy belief propagation
- free energy
- bethe free energy
- zeta function
- belief propagation
- approximate inference
- graphical models
- fixed point
- upper bound
- marginal probabilities
- markov random field
- message passing
- graph cuts
- posterior distribution
- competitive learning
- conditional random fields
- random variables
- stereo matching
- higher order
- pairwise
- lower bound
- neural network
- parameter estimation
- energy minimization
- post processing
- distributed systems
- least squares
- probability distribution
- bayesian networks
- computer vision