Accurate and Conservative Estimates of MRF Log-likelihood using Reverse Annealing.
Yuri BurdaRoger B. GrosseRuslan SalakhutdinovPublished in: CoRR (2014)
Keyphrases
- log likelihood
- information theoretic
- maximum likelihood
- markov random field
- closed form
- graph cuts
- em algorithm
- higher order
- scoring function
- density estimation
- exponential family
- energy function
- simulated annealing
- parameter estimation
- penalized likelihood
- information retrieval
- maximum a posteriori
- belief propagation
- probabilistic model
- prior knowledge