Estimating individual-level optimal causal interventions combining causal models and machine learning models.
Keisuke KiritoshiTomonori IzumitaniKazuki KoyamaTomomi OkawachiKeisuke AsaharaShohei ShimizuPublished in: CD@KDD (2021)
Keyphrases
- causal models
- machine learning models
- individual level
- causal discovery
- causal relationships
- causal relations
- causal reasoning
- causal inference
- structural model
- causal graph
- conditional independence
- directed acyclic graph
- causal structure
- spam filtering
- machine learning algorithms
- structural equation models
- machine learning approaches
- learning models
- observational data
- group level
- causal effects
- semi supervised learning
- causal links