Topology Selection in Graphical Models of Autoregressive Processes.
Jitkomut SongsiriLieven VandenberghePublished in: J. Mach. Learn. Res. (2010)
Keyphrases
- graphical models
- autoregressive
- belief propagation
- probabilistic model
- random fields
- non stationary
- conditional random fields
- moving average
- gaussian markov random field
- random variables
- approximate inference
- probabilistic inference
- bayesian networks
- markov networks
- structure learning
- map inference
- probabilistic graphical models
- conditional independence
- graph structure
- factor graphs
- possibilistic networks
- generative model
- markov random field
- higher order
- message passing
- sar images