Approximating MAP Inference in Credal Networks Using Probability-Possibility Transformations.
Salem BenferhatAmélie LevrayKarim TabiaPublished in: ICTAI (2017)
Keyphrases
- map inference
- graphical models
- credal networks
- image labeling
- bayesian networks
- markov random field
- probability distribution
- set valued
- semantic segmentation
- hidden markov models
- cutting plane
- maximum entropy
- probabilistic inference
- maximum a posteriori
- belief propagation
- cutting plane algorithm
- probabilistic model
- approximate inference
- posterior probability
- lp relaxation
- conditional random fields
- higher order