Review of "Probabilistic graphical models" by Koller and Friedman.
Kevin P. MurphyPublished in: Artif. Intell. (2010)
Keyphrases
- probabilistic graphical models
- graphical models
- markov networks
- exact inference
- first order logic
- belief propagation
- latent variables
- approximate inference
- bayesian networks
- parameter learning
- probabilistic inference
- conditional random fields
- probabilistic model
- random variables
- fuzzy measures
- hidden variables
- neural network
- posterior probability
- structure learning
- knowledge representation