A Distance Covariance-based Kernel for Nonlinear Causal Clustering in
Heterogeneous Populations

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A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations

7 June 2021

Moritz Grosse-Wentrup

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Papers citing "A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations"

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Title
Hierarchical and Density-based Causal Clustering Kwangho Kim Jisu Kim Larry A. Wasserman Edward H. Kennedy CML 95 0 0 02 Nov 2024
Interventional Causal Discovery in a Mixture of DAGs Burak Varıcı Dmitriy A. Katz-Rogozhnikov Dennis L. Wei P. Sattigeri A. Tajer CML 86 1 0 12 Jun 2024
Discovering Mixtures of Structural Causal Models from Time Series Data Sumanth Varambally Yi-An Ma Rose Yu 112 6 0 10 Oct 2023
Neuro-Causal Factor Analysis Alex Markham Ming-Yuan Liu Bryon Aragam Liam Solus CML 59 3 0 31 May 2023
Combinatorial and algebraic perspectives on the marginal independence structure of Bayesian networks Danai Deligeorgaki Alex Markham Pratik Misra Liam Solus 49 4 0 03 Oct 2022
A Transformational Characterization of Unconditionally Equivalent Bayesian Networks Alex Markham Danai Deligeorgaki Pratik Misra Liam Solus 28 2 0 01 Mar 2022