Sufficient Conditions for Convergence of Loopy Belief Propagation.
Joris M. MooijHilbert J. KappenPublished in: UAI (2005)
Keyphrases
- sufficient conditions
- loopy belief propagation
- linear complementarity problem
- belief propagation
- markov random field
- approximate inference
- free energy
- graphical models
- graph cuts
- energy minimization
- fixed point
- conditional random fields
- em algorithm
- probabilistic inference
- message passing
- optimal policy
- markov chain monte carlo
- maximum a posteriori
- asymptotic stability
- exponential stability
- energy function
- parameter estimation
- image processing
- machine learning
- stereo matching
- maximum likelihood
- linear programming
- probabilistic model
- junction tree
- image segmentation
- feature selection
- lyapunov function
- neural network