Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers

Fan Yang, Hongyang R. Zhang, Sen Wu +2

The problem of learning one task using samples from another task is central to transfer learning. In this paper, we focus on answering the following question: when does combining t…