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Foundations of Causal Discovery on Groups of Variables
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Foundations of Causal Discovery on Groups of Variables

Jonas Wahl
Urmi Ninad
Jakob Runge
    CML
ArXiv (abs)PDFHTML

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

8 / 8 papers shown
Title
Nonlinear Causal Discovery for Grouped Data
Konstantin Göbler
Tobias Windisch
Mathias Drton
CML
106
0
0
05 Jun 2025
Identifying Macro Causal Effects in C-DMGs
Identifying Macro Causal Effects in C-DMGs
Simon Ferreira
Charles K. Assaad
CML
550
0
0
02 Apr 2025
Aligning Graphical and Functional Causal Abstractions
Aligning Graphical and Functional Causal Abstractions
Wilem Schooltink
Fabio Massimo Zennaro
229
2
0
22 Dec 2024
Causal reasoning in difference graphs
Causal reasoning in difference graphs
Charles K. Assaad
CML
100
0
0
02 Nov 2024
Average Controlled and Average Natural Micro Direct Effects in Summary Causal Graphs
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
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
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
Learning Causal Abstractions of Linear Structural Causal Models
Riccardo Massidda
Sara Magliacane
Davide Bacciu
CML
95
3
0
01 Jun 2024