The Statistical Cost of Adaptation in Multi-Source Transfer Learning

Abhinav Chakraborty, Subha Maity

Multi-source transfer learning can improve target-domain estimation by leveraging related source data, but its benefits depend on unknown source-to-target biases. This raises a fun…