Identification of Sparse Reciprocal Graphical Models.
Daniele AlpagoMattia ZorziAugusto FerrantePublished in: IEEE Control. Syst. Lett. (2018)
Keyphrases
- graphical models
- gaussian graphical models
- belief propagation
- probabilistic model
- random variables
- probabilistic graphical models
- probabilistic inference
- bayesian networks
- approximate inference
- directed acyclic
- map inference
- conditional random fields
- conditional independence
- structure learning
- graph structure
- exponential family
- message passing
- belief networks
- high dimensional
- markov networks
- upper bound
- statistical inference
- factor graphs
- chain graphs
- maximum likelihood
- information extraction
- statistical relational learning
- undirected graphical models
- objective function