Membership Testing in Markov Equivalence Classes via Independence Queries

Jiaqi Zhang, Kirankumar Shiragur, Caroline Uhler. Membership Testing in Markov Equivalence Classes via Independence Queries. In Sanjoy Dasgupta, Stephan Mandt, Yingzhen Li, editors, International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. Volume 238 of Proceedings of Machine Learning Research, pages 3925-3933, PMLR, 2024. [doi]

Abstract

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