Probabilistic Inference by Program Transformation in Hakaru (System Description).
Praveen NarayananJacques CaretteWren RomanoChung-chieh ShanRobert ZinkovPublished in: FLOPS (2016)
Keyphrases
- probabilistic inference
- graphical models
- approximate inference
- bayesian networks
- influence diagrams
- efficient inference
- belief networks
- conditional probabilities
- message passing
- context specific independence
- bayesian belief networks
- bucket elimination
- weighted model counting
- probabilistic reasoning
- variable elimination
- feature space
- elimination algorithm
- exact inference
- pairwise
- junction tree
- data sets
- level set
- multi view