Probabilistic programming with programmable inference.
Vikash K. MansinghkaUlrich SchaechtleShivam HandaAlexey RadulYutian ChenMartin RinardPublished in: PLDI (2018)
Keyphrases
- bayesian networks
- belief networks
- inference process
- probabilistic reasoning
- programming language
- probabilistic model
- bayesian reasoning
- general purpose
- logical inference
- low cost
- probabilistic inference
- inference engine
- probabilistic networks
- data driven
- uncertain data
- bayesian inference
- variable elimination
- conditional probabilities
- bayes nets
- statistical relational learning
- probabilistic logic
- bayesian model
- knowledge representation
- factor graphs
- probabilistic modeling
- object oriented programming
- high level