Induction of Graphical Models from Incomplete Samples.
Paola SebastianiMarco RamoniPublished in: COMPSTAT (1998)
Keyphrases
- graphical models
- belief propagation
- probabilistic inference
- probabilistic graphical models
- approximate inference
- probabilistic model
- random variables
- bayesian networks
- conditional random fields
- markov networks
- conditional independence
- graph structure
- map inference
- exact inference
- structure learning
- belief networks
- missing data
- machine learning
- factor graphs
- undirected graphical models
- incomplete data
- statistical inference
- missing values
- statistical relational learning
- chain graphs
- message passing
- inductive logic programming