Imprecise Probability in Graphical Models: Achievements and Challenges.
Serafín MoralPublished in: ECSQARU (2005)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- probabilistic graphical models
- random variables
- probabilistic inference
- bayesian networks
- structure learning
- approximate inference
- markov networks
- factor graphs
- conditional random fields
- graph structure
- map inference
- belief networks
- posterior probability
- exact inference
- conditional probabilities
- undirected graphical models
- conditional independence
- probability theory
- statistical inference
- probability distribution
- pairwise
- marginal probabilities
- image segmentation
- efficient inference algorithms