arXiv cs.LGPaper
General Quantification of Covariate and Concept Shifts
Distribution shift is the gap between lab and production for almost every deployed model. This work adds theoretical rigor and practical estimation tools. It's solid foundational research, but the payoff is indirect: you apply it when debugging model degradation in the wild, not when building.