Accurate and conservative estimates of MRF log-likelihood using reverse annealing.
Yuri BurdaRoger B. GrosseRuslan SalakhutdinovPublished in: AISTATS (2015)
Keyphrases
- log likelihood
- markov random field
- density estimation
- maximum likelihood
- information theoretic
- scoring function
- em algorithm
- graph cuts
- higher order
- simulated annealing
- penalized likelihood
- closed form
- exponential family
- parameter estimation
- energy function
- ranking functions
- belief propagation
- image segmentation
- knowledge discovery
- similarity measure