ARMA Time-Series Modeling with Graphical Models.
Bo ThiessonDavid Maxwell ChickeringDavid HeckermanChristopher MeekPublished in: UAI (2004)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- approximate inference
- random variables
- probabilistic inference
- probabilistic graphical models
- conditional random fields
- moving average
- markov networks
- map inference
- bayesian networks
- influence diagrams
- structure learning
- non stationary
- conditional independence
- statistical inference
- graph structure
- factor graphs
- undirected graphical models
- autoregressive
- exact inference
- belief networks
- graphical structure
- gaussian graphical models
- statistical relational learning
- generative model