Keyphrases
- graphical models
- belief propagation
- probabilistic model
- probabilistic inference
- random variables
- approximate inference
- bayesian networks
- probabilistic graphical models
- conditional random fields
- map inference
- markov networks
- conditional independence
- graph structure
- structure learning
- exact inference
- belief networks
- factor graphs
- parameter estimation
- statistical inference
- importance sampling
- loopy belief propagation
- undirected graphical models
- exponential family
- chain graphs
- gaussian graphical models