Causal Inference, Machine Learning, Azure, Microsoft, Data Science.
If we directly train the potential outcome model on the data without handling selection bias, the trained model works poorly in estimating the potential outcome for the units in the other group. In the machine learning community, this type of problem brought by selection bias is also called