Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning.
Xuelu ChenMichael BoratkoMuhao ChenShib Sankar DasguptaXiang Lorraine LiAndrew McCallumPublished in: CoRR (2021)
Keyphrases
- uncertain knowledge
- probabilistic knowledge
- bayesian networks
- probabilistic logic
- knowledge representation
- diagnostic reasoning
- probabilistic reasoning
- possibilistic logic
- directed graph
- propositional logic
- formal model
- probabilistic model
- reasoning systems
- conditional probabilities
- logic programming
- reasoning problems
- graph theory
- machine learning
- inference rules
- directed acyclic graph
- probability theory
- automated reasoning
- belief networks
- uncertain data
- tree decomposition
- computational properties
- graphical models
- description logics
- probability distribution
- computational complexity
- artificial intelligence