AI, Data Science, Predictions, Machine Learning, Causal Inference.
interventional distribution, is the important quantity when trying to improve decision making and so trading off some pure predictive power to improve this is worthwhile. Learning an SCM that captures both distributions is more powerful for real world use cases. Overall, it is the combination of an