arXiv stat.ML
· Papers
Skewness-Robust Causal Discovery in Location-Scale Noise Models
arXiv:2511.14441v2 Announce Type: replace Abstract: To distinguish Markov equivalent graphs in causal discovery, it is necessary to restrict the structural causal model. Crucially, we need to be able to distinguish cause $X$ from effect $Y$ in bivariate models, that is, distinguish the two graphs $X to Y$ and $Y to X