TRACE: Theoretical Risk Attribution under Covariate-shift Effects

Hosein Anjidani, S. Yahya S. R. Tehrani, Mohammad Mahdi Mojahedian +1

When a source-trained model $Q$ is replaced by a model $\tilde{Q}$ trained on shifted data, its performance on the source domain can change unpredictably. To address this, we study…