2026
Transfer Learning in Nonparametric Regression with Deep ReLU Networks
ICML 2026poster
This paper develops a general transfer learning framework for nonparametric regression with heterogeneous data consisting of multiple groups. Under the assumption that groups share a common structure along with group-specific deviations in additive form, the proposed method employs a two-stage offse…