Lifted Causal Inference in Relational Domains.
Malte LuttermannMattis HartwigTanya BraunRalf MöllerMarcel GehrkePublished in: CLeaR (2024)
Keyphrases
- causal inference
- relational domains
- graphical models
- relational data
- probabilistic inference
- belief propagation
- relational structures
- transfer learning
- nonmonotonic reasoning
- causal models
- probabilistic model
- bayesian networks
- random variables
- structure learning
- probabilistic logic
- probabilistic reasoning
- first order logic
- relational databases
- conditional random fields
- belief networks
- message passing
- data mining
- approximate inference
- conditional independence
- logic programming
- model selection
- information extraction