2026
TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations
ICLR 2026poster
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 assessment. To address these limitations and advance empirical CD evaluation, we present **TCD-Arena*…