Notes on Cutset Conditioning on Factor Graphs with Cycles.
Francesco PalmieriPublished in: WIRN (2009)
Keyphrases
- factor graphs
- graphical models
- exact inference
- belief propagation
- approximate inference
- probabilistic graphical models
- probabilistic inference
- message passing
- bayesian networks
- probabilistic model
- random variables
- belief networks
- conditional random fields
- structure learning
- markov networks
- dynamic bayesian networks
- variational methods
- approximation algorithms
- latent variables
- conditional independence
- parameter learning
- conditional probabilities
- distributed systems
- markov random field
- special case