From: NeurIPS.cc/2021/Workshop/DistShift/Program_Chairs
title: Paper Decision
decision: Accept (Poster)
comment: This paper studies an interpretable approach to comparing two distributions. This is an interesting work and provides a promising direction towards explaining distribution shifts. I recommend authors explicitly discuss the limitations of the proposed approach—limitations are necessary for a workshop paper—as it can provide clarity on the paper's contributions and future research directions. The scalability of the proposed approach to high-dimensional tabular problems or CV/NLP problems is of particular interest.