Probabilistic Logic Programming with Beta-Distributed Random Variables.
Federico CeruttiLance M. KaplanAngelika KimmigMurat SensoyPublished in: AAAI (2019)
Keyphrases
- logic programming
- random variables
- bayesian networks
- logic programs
- conditional probabilities
- graphical models
- probabilistic reasoning
- conditionally independent
- probabilistic knowledge
- probability distribution
- answer set programming
- nonmonotonic reasoning
- logic programming language
- deductive databases
- knowledge representation
- stochastic optimization problems
- knowledge base
- probabilistic model
- conditional independence
- inductive logic programming
- joint probability distributions
- belief networks
- computational logic
- answer sets
- latent variables
- programming language
- probabilistic logic
- probabilistic logic programs
- default logic
- independent and identically distributed
- constraint logic programming
- conditional probability distributions
- reasoning about actions
- stable models
- machine learning
- probability theory
- probabilistic inference