Holographic transformation, belief propagation and loop calculus for generalized probabilistic theories.
Ryuhei MoriPublished in: ISIT (2015)
Keyphrases
- belief propagation
- graphical models
- factor graphs
- message passing
- graph cuts
- belief networks
- markov random field
- probabilistic model
- stereo matching
- approximate inference
- bayesian networks
- energy function
- energy minimization
- free energy
- fixed point
- loopy belief propagation
- random variables
- probabilistic graphical models
- markov networks
- generative model
- higher order
- computer vision
- max product
- exact inference
- probabilistic inference
- information theoretic
- pairwise
- three dimensional