Realization of Causal Representation Learning to Adjust Confounding Bias in Latent Space

Jia Li, Xiang Li, Xiaowei Jia +2

Causal DAGs(Directed Acyclic Graphs) are usually considered in a 2D plane. Edges indicate causal effects' directions and imply their corresponding time-passings. Due to the natural…