Almost Optimal Universal Lower Bound for Learning Causal DAGs with Atomic Interventions

Vibhor Porwal, Piyush Srivastava, Gaurav Sinha. Almost Optimal Universal Lower Bound for Learning Causal DAGs with Atomic Interventions. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 5583-5603, PMLR, 2022. [doi]

Abstract

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