Identifying Selection Bias from Observational Data.
David KaltenpothJilles VreekenPublished in: AAAI (2023)
Keyphrases
- observational data
- causal discovery
- experimental data
- causal models
- directed acyclic graph
- causal structure
- causal relationships
- causal bayesian networks
- causal effects
- discovery process
- causal inference
- bayesian networks
- conditional independence
- co occurrence
- markov chain
- random variables
- semi supervised
- lower bound
- training data
- e learning
- information retrieval
- machine learning
- data sets