Michael M. Plichta

A Statistical Perspective on Transformers for Small Longitudinal Cohort Data

ABSTRACT Modeling of longitudinal cohort data typically involves complex temporal dependencies between multiple variables. There, the transformer architecture, which has been highly successful in language and vision applications, allows us to account for the fact that the most re...