HiSTOR: Structured Treatment-outcome Representation Learning for High-Dimensional Longitudinal Data.

arXiv:2610.17739v1 Announce Type: cross Abstract: Estimating potential outcomes under alternative treatment sequences is essential for personalized decision-making, but remains challenging with high-dimensional covariates and time-varying confounding. In this