Limit laws for random spatial graphical models.
Animashree AnandkumarJoseph E. YukichAlan S. WillskyPublished in: ISIT (2010)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- random variables
- probabilistic graphical models
- probabilistic inference
- approximate inference
- bayesian networks
- map inference
- conditional random fields
- structure learning
- markov networks
- conditional independence
- factor graphs
- belief networks
- statistical relational learning
- graphical structure
- image segmentation
- statistical inference
- latent variables
- exponential family
- loopy belief propagation
- markov random field
- directed acyclic
- gaussian graphical models