Extending Factor Graphs so as to Unify Directed and Undirected Graphical Models.
Brendan J. FreyPublished in: UAI (2003)
Keyphrases
- factor graphs
- undirected graphical models
- graphical models
- message passing
- belief propagation
- approximate inference
- latent variables
- exact inference
- probabilistic graphical models
- markov networks
- probabilistic inference
- conditional random fields
- parameter learning
- markov random field
- bayesian networks
- random variables
- stereo matching
- partition function
- model construction
- support vector
- probabilistic model
- higher order
- variational methods
- structure learning
- distributed systems
- graph cuts
- posterior distribution
- bayesian inference