AR Identification of Latent-Variable Graphical Models.
Mattia ZorziRodolphe SepulchrePublished in: IEEE Trans. Autom. Control. (2016)
Keyphrases
- graphical models
- latent variables
- probabilistic model
- random variables
- approximate inference
- probabilistic graphical models
- factor graphs
- belief propagation
- bayesian networks
- posterior distribution
- probabilistic inference
- structure learning
- conditional random fields
- gaussian process
- exact inference
- bayesian inference
- markov networks
- conditional independence
- generative model
- belief networks
- real valued
- map inference
- hidden variables
- conditional probabilities
- structured prediction
- topic models
- prior knowledge
- directed acyclic graph
- latent variable models
- expectation maximization
- statistical relational learning
- co occurrence