Causal Inference, Machine Learning, Domain Adaptation, Reinforcement Learning.
would aid a myriad of problems that currently plague the field, including bias, heavy data requirements, transparency, and overfitting. One major application of causal inference in machine learning is in transfer learning, specifically domain adaptation. Domain adaptation is a type of transfer