Monte Carlo MCMC: Efficient Inference by Sampling Factors.
Sameer SinghMichael L. WickAndrew McCallumPublished in: AKBC-WEKEX@NAACL-HLT (2012)
Keyphrases
- monte carlo
- efficient inference
- markov chain monte carlo
- importance sampling
- probabilistic inference
- markov chain
- approximate inference
- adaptive sampling
- conditional random fields
- markov random field
- fully connected
- human pose estimation
- particle filter
- exact inference
- structured prediction
- hidden variables
- bayesian networks
- graphical models
- graph structure
- belief propagation
- variance reduction
- monte carlo tree search
- computer vision
- gaussian process
- least squares
- search space