Causal structure-based root cause analysis of outliers.
Kailash BudhathokiLenon MinoricsPatrick BlöbaumDominik JanzingPublished in: ICML (2022)
Keyphrases
- root cause analysis
- causal structure
- causal relationships
- causal models
- experimental data
- causal discovery
- root cause
- decision support
- causal ordering
- causal graph
- causal relations
- causal bayesian networks
- bayesian networks
- data points
- observational data
- planning problems
- probabilistic model
- expert systems
- machine learning