Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation.
Yusuke WatanabeKenji FukumizuPublished in: NIPS (2009)
Keyphrases
- neural network
- loopy belief propagation
- free energy
- competitive learning
- zeta function
- bethe free energy
- belief propagation
- approximate inference
- graphical models
- fixed point
- graph cuts
- upper bound
- markov random field
- message passing
- posterior distribution
- marginal probabilities
- energy minimization
- conditional random fields
- probabilistic inference
- junction tree
- gaussian process
- dynamical systems
- parameter estimation
- lower bound
- support vector