Graphical Model Sketch.
Branislav KvetonHung Hai BuiMohammad GhavamzadehGeorgios TheocharousS. MuthukrishnanSiqi SunPublished in: ECML/PKDD (1) (2016)
Keyphrases
- graphical models
- belief propagation
- random variables
- probabilistic model
- probabilistic graphical models
- probabilistic inference
- approximate inference
- markov networks
- conditional random fields
- belief networks
- bayesian networks
- structure learning
- map inference
- graph structure
- conditional dependencies
- exact inference
- conditional independence
- factor graphs
- gaussian graphical models
- statistical inference
- information extraction
- least squares
- directed acyclic
- higher order