2023
Domain Generalization via Heckman-type Selection Models
ICLR 2023top-25%
The domain generalization (DG) setup considers the problem where models are trained on data sampled from multiple domains and evaluated on test domains unseen during training. In this paper, we formulate DG as a sample selection problem where each domain is sampled from a common underlying populatio…