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