Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding.
Caizhi TangHuiyuan WangXinyu LiQing CuiYa-Lin ZhangFeng ZhuLongfei LiJun ZhouLinbo JiangPublished in: NeurIPS (2022)
Keyphrases
- tree structure
- causal effects
- indirect effects
- causal relationships
- tree construction
- accurate estimation
- hierarchical structure
- estimation accuracy
- bayesian networks
- density estimation
- spanning tree
- real world
- robust estimation
- heterogeneous networks
- nearest neighbor
- tree structures
- binary tree
- learning algorithm
- data mining