Interventions, Where and How? Experimental Design for Causal Models at Scale.
Panagiotis TigasYashas AnnadaniAndrew JessonBernhard SchölkopfYarin GalStefan BauerPublished in: CoRR (2022)
Keyphrases
- experimental design
- causal models
- causal discovery
- causal relationships
- active learning
- experimental designs
- causal relations
- sample size
- causal reasoning
- tractable cases
- structural equation models
- empirical studies
- directed acyclic graph
- class imbalance
- causal structure
- game play
- machine learning
- data mining
- learning strategies
- dimensionality reduction
- multi class
- computational complexity
- learning environment