Causal Inference by Minimizing the Dual Norm of Bias: Kernel Matching & Weighting Estimators for Causal Effects.
Nathan KallusPublished in: CFA@UAI (2016)
Keyphrases
- causal inference
- observational data
- causal effects
- experimental data
- causal models
- causal relations
- causal discovery
- latent variables
- causal relationships
- directed acyclic graph
- sample size
- discrete data
- abductive reasoning
- additive noise
- nonmonotonic reasoning
- rare events
- support vector
- belief revision
- feature extraction
- microarray
- text mining
- worst case