Chuan-Xian Ren*

COD: Learning Conditional Invariant Representation for Domain Adaptation Regression

"Aiming to generalize the label knowledge from a source domain with continuous outputs to an unlabeled target domain, Domain Adaptation Regression (DAR) is developed for complex practical learning problems. However, due to the continuity problem in regression, existing conditional distribution align…