Causal Inference, Machine Learning, Domain Adaptation, Reinforcement Learning.
how patients exhibit symptoms. This is more difficult to account for and typically requires domain knowledge for a strong understanding of causality. Generalized target shift: analyzing both target and conditional shift in the domain. This is very complex and can be implemented with a combination