Turing: Composable inference for probabilistic programming.
Hong GeKai XuZoubin GhahramaniPublished in: AISTATS (2018)
Keyphrases
- bayesian networks
- belief networks
- inference process
- probabilistic reasoning
- probabilistic networks
- probabilistic inference
- logical inference
- probabilistic model
- programming language
- variable elimination
- probabilistic logic
- bayesian reasoning
- bayes nets
- factor graphs
- bayesian model
- bayesian inference
- relational databases
- machine intelligence
- generative model
- independence assumption
- statistical relational learning
- high level
- database
- computer programming
- programming environment
- conditional probabilities
- em algorithm
- graphical models
- inference mechanism
- neural network
- data sets