TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations
arXiv:2605.03045v1 Announce Type: new
Abstract: Causal Discovery (CD) is a powerful framework for scientific inquiry. Yet, its practical adoption is hindered by a reliance on strong, often unverifiable assumptions and a lack of robust performance asse…