Sufficient conditions for convergence of Loopy Belief Propagation
Joris M. MooijHilbert J. KappenPublished in: CoRR (2012)
Keyphrases
- sufficient conditions
- loopy belief propagation
- linear complementarity problem
- belief propagation
- markov random field
- approximate inference
- graphical models
- graph cuts
- free energy
- conditional random fields
- fixed point
- asymptotic stability
- em algorithm
- energy minimization
- message passing
- lyapunov function
- exact inference
- exponential stability
- probabilistic inference
- markov chain monte carlo
- neural network
- markov networks
- optimal policy
- higher order
- information extraction
- k means
- feature space
- genetic algorithm