Keyphrases
- graphical models
- probabilistic inference
- exact inference
- belief propagation
- loopy belief propagation
- map inference
- belief networks
- factor graphs
- bayesian networks
- probabilistic model
- undirected graphical models
- approximate inference
- efficient inference algorithms
- statistical inference
- random variables
- nonparametric belief propagation
- structure learning
- conditional random fields
- probabilistic graphical models
- probabilistic networks
- directed graphical models
- probabilistic reasoning
- markov networks
- statistical relational learning
- collective classification
- relational dependency networks
- markov logic networks
- graphical structure
- maximum likelihood
- conditional independence
- message passing
- free energy
- em algorithm
- possibilistic networks
- exponential family
- gaussian distribution