Causal Discovery via Transformed Low-Rank Quantile Surfaces.

arXiv:2609.16931v2 Announce Type: replace-cross Abstract: We propose Low-Rank Quantile Surfaces (LRQS), a bivariate causal model in which, in the causal direction, an unknown monotone transformation of the conditional quantile surface admits a low-rank functio