Compiling Stan to generative probabilistic languages and extension to deep probabilistic programming.
Guillaume BaudartJavier BurroniMartin HirzelLouis MandelAvraham ShinnarPublished in: PLDI (2021)
Keyphrases
- programming language
- probabilistic model
- expressive power
- computer programs
- generative model
- language independent
- databases
- decomposable negation normal form
- programming paradigms
- object oriented programming
- uncertain data
- cross lingual
- posterior probability
- general purpose
- development environment
- genetic algorithm
- programming environment
- probabilistic approaches
- neural network
- database