Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge.
Abhin ShahKarthikeyan ShanmugamMurat KocaogluPublished in: NeurIPS (2023)
Keyphrases
- domain knowledge
- expert systems
- higher level
- knowledge representation
- directed acyclic graph
- knowledge acquisition
- markov chain
- domain experts
- background knowledge
- artificial intelligence
- graph model
- learning systems
- markov model
- machine learning
- graph databases
- graph mining
- bipartite graph
- knowledge sharing
- random walk
- knowledge based systems
- prior knowledge
- information systems