Active Inference, Belief Propagation, and the Bethe Approximation.
Sarah SchwöbelStefan J. KiebelDimitrije MarkovicPublished in: Neural Comput. (2018)
Keyphrases
- belief propagation
- generalized belief propagation
- free energy
- loopy belief propagation
- message passing
- graphical models
- approximate inference
- partition function
- factor graphs
- exact inference
- max product
- markov random field
- graph cuts
- probabilistic inference
- bethe free energy
- belief networks
- expectation propagation
- stereo matching
- markov networks
- fixed point
- statistical physics
- pairwise
- sum product
- structured prediction
- marginal probabilities
- nonparametric belief propagation
- upper bound
- bayesian networks
- energy minimization
- bayesian inference
- dynamic bayesian networks
- higher order cliques
- computer vision
- maximum likelihood
- probabilistic model
- similarity measure
- three dimensional
- image segmentation