A KNN-Based Non-Parametric Conditional Independence Test for Mixed Data and Application in Causal Discovery

Johannes Huegle, Christopher Hagedorn, Rainer Schlosser. A KNN-Based Non-Parametric Conditional Independence Test for Mixed Data and Application in Causal Discovery. In Danai Koutra, Claudia Plant, Manuel Gomez-Rodriguez, Elena Baralis, Francesco Bonchi, editors, Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part I. Volume 14169 of Lecture Notes in Computer Science, pages 541-558, Springer, 2023. [doi]

Abstract

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