The generalised distribution semantics and projective families of distributions.
Felix WeitkämperPublished in: CoRR (2022)
Keyphrases
- probability distribution
- power law
- random variables
- log normal
- heavy tailed
- negative binomial
- gaussian distribution
- normal distribution
- joint distribution
- exponential family
- statistical distributions
- marginal distributions
- lognormal distribution
- poisson distribution
- formal semantics
- logic programming
- probability density
- semantic information
- gaussian model
- probability distribution function
- kl divergence
- large deviations
- training and test data
- frequency distribution
- feature distributions
- heavy tails
- heavy tailed distributions
- distribution function
- conditional distributions
- score distributions
- kullback leibler distance
- computational properties
- transition probabilities
- modal logic
- reconstruction from multiple views
- probability density function
- graphical models
- description logics
- knowledge representation