From: NeurIPS.cc/2022/Workshop/DistShift/Program_Chairs
title: Paper Decision
decision: Accept (Poster)
comment: The authors present an interesting hypothesis connecting mechanistic similarity and two modes being linearly connected. I believe that the authors want to re-check Definition 2 to make sure that the notation for all mappings and sets are correct. In addition, it could be interesting to understand the connection to the literature on learning invariant models a bit better -- even though this may be non-trivial; see also Rojas-Carulla et al.: Invariant Models for Causal Transfer Learning, JMLR 2018 Magliacane et al.: Domain adaptation by using causal inference to predict invariant conditional distributions, NeurIPS 2018 Christiansen et al.: A causal framework for distribution generalization, TPAMI 2022