CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenarios
arXiv:2602.07915v2 Announce Type: replace
Abstract: Causal discovery from time series is a fundamental task in machine learning. However, its widespread adoption is hindered by a reliance on untestable causal assumptions and by the lack of robustness-…