Transfer Learning for Functional Mean Estimation: Phase Transition and Adaptive Algorithms

T. Tony Cai, Dongwoo Kim, Hongming Pu

This paper studies transfer learning for estimating the mean of random functions based on discretely sampled data, where, in addition to observations from the target distribution,…