Composing Modeling and Inference Operations with Probabilistic Program Combinators.
Eli SenneshAdam ScibiorHao WuJan-Willem van de MeentPublished in: CoRR (2018)
Keyphrases
- bayesian networks
- probabilistic modeling
- probabilistic model
- inference process
- reasoning under uncertainty
- bayes nets
- genetic algorithm
- bayesian inference
- uncertain data
- posterior probability
- probabilistic reasoning
- probabilistic logic
- probabilistic networks
- factor graphs
- logic programs
- database systems
- probabilistic inference
- modeling language
- programming environment
- test cases
- control program
- data sets