Graphical Model Sketch.
Branislav KvetonHung Hai BuiMohammad GhavamzadehGeorgios TheocharousS. MuthukrishnanSiqi SunPublished in: CoRR (2016)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- probabilistic graphical models
- random variables
- approximate inference
- probabilistic inference
- bayesian networks
- conditional random fields
- markov networks
- belief networks
- statistical inference
- structure learning
- exact inference
- graph structure
- map inference
- conditional independence
- factor graphs
- gaussian graphical models
- loopy belief propagation
- generative model
- maximum likelihood
- prior knowledge