Causal Inference, Machine Learning, Domain Adaptation, Reinforcement Learning.
variables. Addressing confounding variables The only way to truly eliminate these confounders is by holding all external variables constant and only changing the variable of interest. Then, the causal effect of this variable can be truly observed. Sadly, this is impossible — you would have to try