Inference Compilation and Universal Probabilistic Programming.
Tuan Anh LeAtilim Gunes BaydinFrank D. WoodPublished in: AISTATS (2017)
Keyphrases
- bayesian networks
- belief networks
- inference process
- probabilistic reasoning
- decomposable negation normal form
- probabilistic model
- programming language
- logical inference
- factor graphs
- probabilistic inference
- bayes nets
- bayesian reasoning
- probabilistic networks
- bayesian inference
- probabilistic modeling
- graphical models
- data driven
- object oriented programming
- uncertain data
- belief propagation
- markov logic networks
- database
- inference mechanism
- probabilistic logic
- probability distribution
- posterior probability
- generative model