Beyond Invariance: Test-Time Label-Shift Adaptation for Distributions with "Spurious" Correlations

Qingyao Sun, Kevin Murphy, Sayna Ebrahimi +1

Changes in the data distribution at test time can have deleterious effects on the performance of predictive models $p(y|x)$. We consider situations where there are additional meta-…