Causal Inference, Machine Learning, Domain Adaptation, Reinforcement Learning.
to make a prediction, and a prediction asks: “What usually happens?” given a particular set of circumstances. Meanwhile, causal inference asks: “What would happen if we intervened on the system?” Applications of causal inference in machine learning If machine learning could understand causality, it