Counting Background Knowledge Consistent Markov Equivalent Directed Acyclic Graphs.
Vidya Sagar SharmaPublished in: UAI (2023)
Keyphrases
- background knowledge
- directed acyclic graph
- equivalence class
- markov property
- conditional independence
- inductive logic programming
- domain knowledge
- logic programs
- equivalence classes
- random variables
- causal models
- directed graph
- prior knowledge
- representation language
- structural learning
- knowledge base
- database
- semantic information
- labeled data
- additional knowledge
- text mining
- reference set
- markov equivalence classes
- observational data
- semi supervised clustering
- reinforcement learning
- artificial intelligence
- data mining