A New Representation Learning Method for Individual Treatment Effect Estimation: Split Covariate Representation Network.
Qidong LiuFeng TianWeihua JiQinghua ZhengPublished in: ACML (2020)
Keyphrases
- high accuracy
- prior knowledge
- objective function
- learning scheme
- feature representation
- significant improvement
- edge detection
- detection method
- learning tasks
- estimation accuracy
- preprocessing
- generation method
- social networks
- representation scheme
- network model
- clustering method
- pairwise
- bayesian networks
- similarity measure