Sufficiency-principled Transfer Learning via Model Averaging

Xiyuan Zhang, Huihang Liu, Xinyu Zhang

When the transferable set is unknowable, transfering informative knowledge as much as possible\textemdash a principle we refer to as \emph{sufficiency}, becomes crucial for enhanci…