Machine Learning Instrument Variables for Causal Inference.
Amandeep SinghKartik HosanagarAmit GandhiPublished in: EC (2020)
Keyphrases
- causal inference
- machine learning
- causal models
- observational data
- additive noise
- nonmonotonic reasoning
- causal relationships
- abductive reasoning
- rare events
- discrete data
- directed acyclic graph
- data mining
- causal discovery
- random variables
- natural language processing
- information extraction
- knowledge representation
- active learning
- feature selection
- conditional probabilities
- text classification
- natural language