Path-specific Causal Fair Prediction via Auxiliary Graph Structure Learning.
Liuyi YaoYaliang LiBolin DingJingren ZhouJinduo LiuMengdi HuaiJing GaoPublished in: WWW (2023)
Keyphrases
- structure learning
- bayesian networks
- graphical models
- markov blanket
- conditional independence
- directed acyclic graph
- parameter learning
- random walk
- bayesian network classifiers
- transfer learning
- conditional independence tests
- markov logic networks
- causal models
- causal graph
- probabilistic model
- probabilistic reasoning
- markov networks
- prediction model