Domain Adaptation with Target Information via Doubly-Anchored Distributionally Robust Optimization

David Kepplinger, Anand N. Vidyashankar

Domain Adaptation (DA) often lacks worst-case guarantees, while Distributionally Robust Optimization (DRO) based only on source data centers its ambiguity set at the source law and…