Semiparametric Pseudo-Likelihood Estimation in Markov Random Fields.
Antonino FrenoPublished in: AISTATS (2012)
Keyphrases
- semi parametric
- markov random field
- random fields
- markov networks
- parameter estimation
- belief propagation
- density estimation
- higher order
- regression model
- graph cuts
- least squares
- energy function
- maximum a posteriori
- conditional random fields
- image segmentation
- pairwise
- graphical models
- probabilistic graphical models
- message passing
- maximum likelihood
- non stationary
- probabilistic model
- regression problems
- mixture model
- machine learning
- structure learning