Graphical Models Over Heterogeneous Domains and for Multilevel Networks.
Tamara DimitrovaLjupco KocarevPublished in: IEEE Access (2018)
Keyphrases
- graphical models
- belief propagation
- probabilistic networks
- random variables
- probabilistic model
- probabilistic inference
- probabilistic graphical models
- approximate inference
- conditional random fields
- structure learning
- bayesian networks
- map inference
- markov networks
- graph structure
- exact inference
- relational models
- social networks
- conditional independence
- statistical inference
- complex networks
- factor graphs
- network structure
- belief networks
- higher order
- statistical relational learning
- undirected graphical models
- network model
- graphical structure