Exact Sampling for Regular and Markov Constraints with Belief Propagation.
Alexandre PapadopoulosFrançois PachetPierre RoyJason SakellariouPublished in: CP (2015)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- stereo matching
- approximate inference
- graph cuts
- marginal probabilities
- max product
- pairwise
- fixed point
- loopy belief propagation
- energy minimization
- markov networks
- free energy
- factor graphs
- belief networks
- probabilistic inference
- probabilistic model
- random sampling
- first order logic
- monte carlo
- importance sampling
- image segmentation
- higher order
- bayesian networks