Conditional Independences Structures and Graphical Models.
Barbara VantaggiPublished in: Int. J. Uncertain. Fuzziness Knowl. Based Syst. (2003)
Keyphrases
- graphical models
- graphical structure
- conditional independence
- belief propagation
- markov networks
- probabilistic model
- chain graphs
- random variables
- probabilistic graphical models
- probabilistic inference
- bayesian networks
- approximate inference
- conditional random fields
- structure learning
- belief networks
- map inference
- graph structure
- loopy belief propagation
- gaussian graphical models
- exponential family
- exact inference
- probabilistic networks
- statistical inference
- message passing
- conditional probabilities
- factor graphs
- undirected graphical models
- objective function