Deriving Probability Density Functions from Probabilistic Functional Programs.
Sooraj BhatJohannes BorgströmAndrew D. GordonClaudio V. RussoPublished in: Log. Methods Comput. Sci. (2017)
Keyphrases
- probability density function
- functional programs
- posterior probability
- term rewriting systems
- density function
- density estimation
- probability distribution
- generative model
- mixture model
- expectation maximization
- logic programs
- gaussian mixture model
- probabilistic model
- bayesian networks
- em algorithm
- bayesian framework
- distance function
- statistical methods
- functional language
- general purpose
- machine learning
- software engineering
- uncertain data
- data structure
- high level
- feature selection