Scalable pseudo-likelihood estimation in hybrid random fields.
Antonino FrenoEdmondo TrentinMarco GoriPublished in: KDD (2009)
Keyphrases
- random fields
- pseudo likelihood
- parameter estimation
- probabilistic graphical models
- markov random field
- markov networks
- maximum entropy
- bayes nets
- conditional random fields
- non stationary
- graphical models
- probabilistic model
- image processing
- feature selection
- belief propagation
- model selection
- maximum likelihood
- log likelihood
- markov blanket