A Formal Semantics for a Graphical Model Representation in System Design.
Stefan KahlertThomas KruseDieter MonjauPublished in: EUROCAST (1995)
Keyphrases
- graphical models
- formal semantics
- belief propagation
- modelling language
- probabilistic model
- conditional dependencies
- random variables
- conditional random fields
- probabilistic graphical models
- modeling language
- approximate inference
- structure learning
- markov networks
- conditional independence
- graph structure
- probabilistic inference
- latent variables
- first order logic
- map inference
- maximum likelihood
- gaussian graphical models