Monte Carlo MCMC: Efficient Inference by Approximate Sampling.
Sameer SinghMichael L. WickAndrew McCallumPublished in: EMNLP-CoNLL (2012)
Keyphrases
- monte carlo
- efficient inference
- markov chain monte carlo
- probabilistic inference
- importance sampling
- markov chain
- junction tree
- approximate inference
- conditional random fields
- markov random field
- adaptive sampling
- fully connected
- exact inference
- human pose estimation
- bayesian networks
- graph structure
- particle filter
- hidden variables
- structured prediction
- higher order
- graphical models
- monte carlo tree search
- markov networks
- message passing
- latent variables
- support vector