New metrics and search algorithms for weighted causal DAGs.
Davin ChooKirankumar ShiragurPublished in: ICML (2023)
Keyphrases
- search algorithm
- directed acyclic graph
- causal models
- chi squared
- evaluation metrics
- causal inference
- causal reasoning
- search tree
- bayesian networks
- search methods
- branch and bound
- weighted sum
- causal relationships
- tree search
- equivalence class
- selection algorithm
- information retrieval
- scheduling problem
- search space
- causal relations
- causal structure
- similarity measure
- genetic algorithm