High-Dimensional Assisted Learning for Vertically Distributed Data with Blockwise Missingness

Yuwen Long, Shuyuan Wu, Yin Xia

In multi-institutional studies, different parties hold distinct feature blocks for partially overlapping sets of individuals. Responses may also be missing for some records. In suc…