Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning

Jiaru Zhang, Rui Ding, Qiang Fu +6

Causal discovery is a structured prediction task that aims to predict causal relations among variables based on their data samples. Supervised Causal Learning (SCL) is an emerging…