Unitless Unrestricted Markov-Consistent SCM Generation: Better Benchmark Datasets for Causal Discovery

Rebecca Herman, Jonas Wahl, Urmi Ninad, Jakob Runge. Unitless Unrestricted Markov-Consistent SCM Generation: Better Benchmark Datasets for Causal Discovery. In Biwei Huang, Mathias Drton, editors, Causal Learning and Reasoning, Lausanne, Switzerland, 7-9 May 2025. Volume 275 of Proceedings of Machine Learning Research, pages 1506-1531, PMLR, 2025. [doi]

Abstract

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