Gen: a general-purpose probabilistic programming system with programmable inference.
Marco F. Cusumano-TownerFeras A. SaadAlexander K. LewVikash K. MansinghkaPublished in: PLDI (2019)
Keyphrases
- general purpose
- programming language
- bayesian networks
- belief networks
- special purpose
- probabilistic networks
- inference process
- probabilistic model
- probabilistic inference
- probabilistic reasoning
- graphics processing units
- domain specific
- bayesian reasoning
- bayes nets
- probabilistic modeling
- logical inference
- application specific
- programming environment
- generative model
- low cost
- statistical relational learning
- efficient learning
- development environment
- variable elimination
- factor graphs
- tightly coupled
- programming course
- computer programming
- object oriented programming
- inference engine
- probabilistic logic
- exact inference
- markov random field
- markov logic networks
- information theoretic
- hidden markov models
- relational databases