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CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenarios

publication1 mentionslast seen Nov 9, 2026

A benchmark framework paper for assessing robustness of time-series causal discovery methods.

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CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenariosapplies totime series causal discovery90% confidence1 source

CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenarios

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CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenariosapplies totime series causal discovery

90% confidence1 supporting mentions

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preprintarXivNov 6, 2026CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenarios
a flexible and extensible benchmark framework designed to assess the robustness of time-series causal discovery (TSCD) methods