Lazy Factored Inference for Functional Probabilistic Programming.
Avi PfefferBrian E. RuttenbergAmy SlivaMichael HowardGlenn TakataPublished in: CoRR (2015)
Keyphrases
- bayesian networks
- belief networks
- inference process
- probabilistic networks
- dynamic bayesian networks
- probabilistic reasoning
- multiply sectioned bayesian networks
- probabilistic model
- logical inference
- programming language
- probabilistic inference
- functional language
- bayes nets
- generative model
- bayesian reasoning
- factor graphs
- bayesian inference
- state space
- causal networks
- uncertain data
- conditional probabilities
- data sets
- software engineering
- probabilistic logic
- inference engine
- knowledge base
- statistical relational learning
- inference mechanism
- probabilistic modeling
- message passing
- general purpose
- functional programming