Representation Bayesian Risk Decompositions and Multi-Source Domain Adaptation

Xi Wu, Yang Guo, Jiefeng Chen +3

We consider representation learning (hypothesis class $\mathcal{H}=\mathcal{F}\circ \mathcal{G}$) where training and test distributions can be different. Recent studies provide hi…