Probabilistic Reasoning across the Causal Hierarchy.
Duligur IbelingThomas IcardPublished in: CoRR (2020)
Keyphrases
- probabilistic reasoning
- bayesian networks
- reasoning under uncertainty
- belief networks
- constraint satisfaction
- probabilistic inference
- causal independence
- first order logic
- probabilistic logic
- knowledge representation
- logic programming
- default reasoning
- probabilistic model
- qualitative probabilistic networks
- causal models
- graphical models
- probability distribution
- markov logic networks
- artificial intelligence
- statistical relational learning
- general purpose
- special case
- directed acyclic graph
- random variables
- structure learning
- np complete
- relational databases
- pairwise
- expert systems
- natural language
- neural network