flip-hoisting: Exploiting Repeated Parameters in Discrete Probabilistic Programs.
Yu-Hsi ChengTodd D. MillsteinGuy Van den BroeckSteven HoltzenPublished in: CoRR (2021)
Keyphrases
- databases
- parameter values
- maximum likelihood
- programming environment
- continuous variables
- probabilistic model
- parameter settings
- generative model
- sensitivity analysis
- parameter estimation
- learned from training data
- automatic programming
- parameter selection
- probabilistic reasoning
- maximum likelihood estimation
- uncertain data
- posterior probability
- real time
- em algorithm
- expectation maximization
- data driven
- artificial neural networks
- database systems
- machine learning
- neural network
- data sets