Causal Reasoning over Probabilistic Uncertainty.
Leonard M. EberdingKristinn R. ThórissonPublished in: AGI (2023)
Keyphrases
- causal reasoning
- uncertain data
- causal models
- probability theory
- knowledge representation
- bayes net
- bayesian networks
- probabilistic knowledge
- probabilistic model
- directed acyclic graph
- generative model
- data driven
- probabilistic logic
- handling uncertainty
- inherent uncertainty
- probability measures
- conditional probabilities
- posterior probability
- robust optimization
- probabilistic reasoning
- probability measure
- default logic
- information theoretic
- decision theory
- data streams
- artificial intelligence