arXiv stat.ML
· Papers
Root Cause Analysis of Outliers in Unknown Cyclic Graphs
arXiv:2510.06995v2 Announce Type: replace Abstract: We study the propagation of outliers in cyclic causal graphs with linear structural equations, tracing them back to one or several "root cause" nodes. We show that it is possible to identify a short list of potential root causes provided that the perturbation is suffi