Causal Inference and Counterfactual Reasoning (3hr Tutorial).
Emre KicimanAmit SharmaPublished in: WSDM (2019)
Keyphrases
- causal inference
- abductive reasoning
- causal models
- additive noise
- nonmonotonic reasoning
- reasoning tasks
- rare events
- discrete data
- automated reasoning
- natural language understanding
- default reasoning
- knowledge base
- probabilistic reasoning
- probabilistic logic
- low resolution
- logic programs
- knowledge representation
- inference rules
- prior knowledge
- monte carlo
- description logics
- text mining
- high resolution
- bayesian networks