Counting Markov Equivalent Directed Acyclic Graphs Consistent with Background Knowledge.
Vidya Sagar SharmaPublished in: CoRR (2022)
Keyphrases
- background knowledge
- directed acyclic graph
- equivalence class
- markov property
- conditional independence
- inductive logic programming
- domain knowledge
- equivalence classes
- logic programs
- markov equivalence classes
- random variables
- representation language
- structural learning
- additional knowledge
- directed graph
- causal models
- prior knowledge
- knowledge base
- labeled data
- data sets
- probability distribution
- reference set