Elementary Estimators for Graphical Models.
Eunho YangAurelie C. LozanoPradeep RavikumarPublished in: NIPS (2014)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- probabilistic inference
- probabilistic graphical models
- random variables
- approximate inference
- bayesian networks
- conditional random fields
- markov networks
- map inference
- exact inference
- structure learning
- graph structure
- conditional independence
- statistical inference
- belief networks
- statistical relational learning
- graphical structure
- chain graphs
- factor graphs
- inductive logic programming
- pairwise