Qualified Probabilistic Predictions Using Graphical Models.
Zhiyuan LuoAlexander GammermanPublished in: ECSQARU (2005)
Keyphrases
- graphical models
- probabilistic model
- bayesian networks
- belief networks
- belief propagation
- factor graphs
- random variables
- probabilistic networks
- probabilistic inference
- structure learning
- probabilistic graphical models
- approximate inference
- conditional random fields
- markov networks
- statistical relational learning
- conditional independence
- probabilistic reasoning
- bayesian inference
- conditional probabilities
- exact inference
- generative model
- graph structure
- map inference
- loopy belief propagation
- directed graphical models
- nonparametric belief propagation
- directed acyclic
- markov logic networks
- probabilistic logic
- undirected graphical models
- maximum entropy
- chain graphs
- statistical inference
- probability theory