Profiled Transfer Learning for High Dimensional Linear Model

Ziqian Lin, Junlong Zhao, Fang Wang +1

We develop here a novel transfer learning methodology called Profiled Transfer Learning (PTL). The method is based on the \textit{approximate-linear} assumption between the source…