Amortized Rejection Sampling in Universal Probabilistic Programming.
Saeid NaderipariziAdam ScibiorAndreas MunkMehrdad GhadiriAtilim Günes BaydinBradley Gram-HansenChristian Schröder de WittRobert ZinkovPhilip H. S. TorrTom RainforthYee Whye TehFrank WoodPublished in: CoRR (2019)
Keyphrases
- programming language
- probabilistic model
- bayesian networks
- generative model
- programming environment
- worst case
- data driven
- data sets
- general purpose
- computer programming
- uncertain data
- probabilistic reasoning
- monte carlo
- external memory
- markov chain monte carlo
- decision theory
- random sampling
- posterior probability
- search space
- databases