Integrated Structure and Parameters Learning in Latent Tree Graphical Models.
Furong HuangU. N. NiranjanAnimashree AnandkumarPublished in: CoRR (2014)
Keyphrases
- graphical models
- markov logic networks
- structure learning
- graph structure
- learning algorithm
- conditional dependencies
- undirected graphical models
- parameter learning
- probabilistic model
- bayesian networks
- approximate inference
- belief propagation
- random variables
- belief networks
- structural learning
- statistical learning
- statistical inference
- structured prediction
- probabilistic graphical models
- markov random field
- map inference
- graphical structure
- information extraction
- directed acyclic