Representation Learning with Blockwise Missingness and Signal Heterogeneity

Ziqi Liu, Ye Tian, Weijing Tang

Unified representation learning for multi-source data integration faces two important challenges: blockwise missingness and blockwise signal heterogeneity. The former arises from s…