Foundations of Causal Discovery on Groups of Variables

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Foundations of Causal Discovery on Groups of Variables

12 June 2023

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Papers citing "Foundations of Causal Discovery on Groups of Variables"

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Title
Nonlinear Causal Discovery for Grouped Data Konstantin Göbler Tobias Windisch Mathias Drton CML 95 0 0 05 Jun 2025
Identifying Macro Causal Effects in C-DMGs Simon Ferreira Charles K. Assaad CML 546 0 0 02 Apr 2025
Aligning Graphical and Functional Causal Abstractions Wilem Schooltink Fabio Massimo Zennaro 225 2 0 22 Dec 2024
Causal reasoning in difference graphs Charles K. Assaad CML 98 0 0 02 Nov 2024
Average Controlled and Average Natural Micro Direct Effects in Summary Causal Graphs Simon Ferreira Charles K. Assaad CML 68 0 0 31 Oct 2024
Systems with Switching Causal Relations: A Meta-Causal Perspective Moritz Willig Tim Nelson Tobiasch Florian Peter Busch Jonas Seng Devendra Singh Dhami Kristian Kersting CML 147 0 0 16 Oct 2024
Identifying macro conditional independencies and macro total effects in summary causal graphs with latent confounding Simon Ferreira Charles K. Assaad CML 70 5 0 10 Jul 2024
Learning Causal Abstractions of Linear Structural Causal Models Riccardo Massidda Sara Magliacane Davide Bacciu CML 95 3 0 01 Jun 2024