Marco Ruiz, Miguel Arana-Catania, David R. Ardila, Rodrigo Ventura

Causal-Audit: A Framework for Risk Assessment of Assumption Violations in Time-Series Causal Discovery

arXiv:2604.02488v1 Announce Type: new Abstract: Time-series causal discovery methods rely on assumptions such as stationarity, regular sampling, and bounded temporal dependence. When these assumptions are …