Automated Detection of Causal Inference Opportunities: Regression Discontinuity Subgroup Discovery.
Tony LiuPatrick N. LawlorLyle H. UngarKonrad P. KordingRahul LadhaniaPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- automated detection
- subgroup discovery
- causal inference
- automated analysis
- additive noise
- pattern mining
- causal models
- lung cancer
- rare events
- discrete data
- abductive reasoning
- interesting patterns
- nonmonotonic reasoning
- fraud detection
- data mining tasks
- data mining
- pattern discovery
- classification rules
- inductive logic programming
- support vector
- machine learning
- genetic programming
- data sets
- observational data
- databases