Robust Predictive Modeling Under Unseen Data Distribution Shifts: A Methodological Commentary
arXiv:2503.03399v2 Announce Type: replace
Abstract: Most research designing novel predictive models, or employing existing ones, assumes that training and testing data are independent and identically distributed. In practice, the data encountered at s…