Few-shot Domain Adaptation by Causal Mechanism Transfer

Takeshi Teshima, Issei Sato, Masashi Sugiyama

Abstract: We study few-shot supervised domain adaptation (DA) for regression problems, where only a few labeled target domain data and many labeled source domain data are available. Many of the current DA me...