2023
Generalizing Importance Weighting to A Universal Solver for Distribution Shift Problems
NeurIPS 2023spotlight
Distribution shift (DS) may have two levels: the distribution itself changes, and the support (i.e., the set where the probability density is non-zero) also changes. When considering the support change between the training and test distributions, there can be four cases: (i) they exactly match; (ii)…