Source-Function Weighted-Transfer Learning for Nonparametric Regression with Seemingly Similar Sources

Lu Lin, Weiyu Li

The homogeneity, or more generally, the similarity between source domains and a target domain seems to be essential to a positive transfer learning. In practice, however, the simil…