The generalised distribution semantics and projective families of distributions.
Felix WeitkämperPublished in: J. Log. Algebraic Methods Program. (2024)
Keyphrases
- probability distribution
- log normal
- random variables
- power law
- heavy tailed
- statistical distributions
- normal distribution
- gaussian distribution
- negative binomial
- exponential family
- joint distribution
- marginal distributions
- probability distribution function
- probability density
- feature distributions
- training and test data
- frequency distribution
- conditional distribution
- bayesian networks
- score distributions
- computational properties
- poisson distribution
- lognormal distribution
- heavy tailed distributions
- independent and identically distributed
- large deviations
- distribution function
- transition probabilities
- semantic information
- logic programming
- maximum likelihood
- relational databases
- dirichlet distribution
- random samples
- gaussian model
- kullback leibler divergence
- probability mass
- description logics