Deriving Probability Density Functions from Probabilistic Functional Programs.
Sooraj BhatJohannes BorgströmAndrew D. GordonClaudio V. RussoPublished in: CoRR (2017)
Keyphrases
- probability density function
- functional programs
- posterior probability
- term rewriting systems
- density function
- density estimation
- probability distribution
- expectation maximization
- mixture model
- probabilistic model
- logic programs
- bayesian networks
- em algorithm
- statistical methods
- generative model
- functional language
- gaussian mixture model
- distance function
- general purpose
- databases