Expectation Error Bounds for Transfer Learning in Linear Regression and Linear Neural Networks

Meitong Liu, Christopher Jung, Rui Li +2

In transfer learning, the learner leverages auxiliary data to improve generalization on a main task. However, the precise theoretical understanding of when and how auxiliary data h…