Inference Compilation and Universal Probabilistic Programming.
Tuan Anh LeAtilim Gunes BaydinFrank D. WoodPublished in: CoRR (2016)
Keyphrases
- bayesian networks
- belief networks
- inference process
- probabilistic reasoning
- probabilistic networks
- decomposable negation normal form
- probabilistic inference
- programming language
- bayesian reasoning
- probabilistic model
- generative model
- probabilistic logic
- information theoretic
- logical inference
- factor graphs
- uncertain data
- graphical models
- statistical relational learning
- posterior probability
- computer programming
- conditional probabilities
- inference in bayesian networks
- directed graphical models
- bayes nets
- database
- probabilistic modeling
- exact inference
- programming environment
- maximum likelihood
- data driven
- website