Nonstandard Interpretations of Probabilistic Programs for Efficient Inference.
David WingateNoah D. GoodmanAndreas StuhlmüllerJeffrey Mark SiskindPublished in: NIPS (2011)
Keyphrases
- efficient inference
- probabilistic inference
- factor graphs
- bayesian networks
- conditional random fields
- hidden variables
- exact inference
- probabilistic model
- markov random field
- fully connected
- generative model
- structured prediction
- approximate inference
- graph structure
- human pose estimation
- markov networks
- belief networks
- graphical models
- linear models
- message passing
- posterior probability
- conditional probabilities
- decision problems
- pairwise