Local Causal Discovery for Estimating Causal Effects.
Shantanu GuptaDavid ChildersZachary Chase LiptonPublished in: CLeaR (2023)
Keyphrases
- causal discovery
- causal effects
- causal relationships
- observational data
- causal models
- causal relations
- structural equation models
- causal structure
- bayesian networks
- directed acyclic graph
- experimental data
- data mining
- discovery process
- conditional independence
- influence diagrams
- structure learning
- latent variables
- reinforcement learning