Constraint-Based Causal Discovery using Partial Ancestral Graphs in the
presence of Cycles

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Constraint-Based Causal Discovery using Partial Ancestral Graphs in the presence of Cycles

1 May 2020

Joris M. Mooij

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Papers citing "Constraint-Based Causal Discovery using Partial Ancestral Graphs in the presence of Cycles"

13 / 13 papers shown

Title
Causal Graph Recovery in Neuroimaging through Answer Set Programming Mohammadsajad Abavisani Kseniya Solovyeva David Danks Vince D. Calhoun Sergey Plis CML 29 0 0 10 Jun 2025
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
Foundations of Causal Discovery on Groups of Variables Jonas Wahl Urmi Ninad Jakob Runge CML 79 11 0 12 Jun 2023
Discovering Causal Relations and Equations from Data Gustau Camps-Valls Andreas Gerhardus Urmi Ninad Gherardo Varando Georg Martius E. Balaguer-Ballester Ricardo Vinuesa Emiliano Díaz L. Zanna Jakob Runge PINN AI4Cl AI4CE CML 108 77 0 21 May 2023
A Survey on Causal Discovery: Theory and Practice Alessio Zanga Fabio Stella CML 77 45 0 17 May 2023
Learning Relational Causal Models with Cycles through Relational Acyclification Ragib Ahsan David Arbour Elena Zheleva 91 2 0 25 Aug 2022
Causal Structure Learning: a Combinatorial Perspective C. Squires Caroline Uhler CML 120 47 0 02 Jun 2022
Counterfactual Fairness with Partially Known Causal Graph Aoqi Zuo Susan Wei Tongliang Liu Bo Han Kun Zhang Biwei Huang OOD FaML 65 19 0 27 May 2022
A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models Ehsan Mokhtarian Saber Salehkaleybar AmirEmad Ghassami Negar Kiyavash 89 3 0 20 May 2022
GRACE-C: Generalized Rate Agnostic Causal Estimation via Constraints Mohammadsajad Abavisani David Danks Sergey Plis CML 37 5 0 18 May 2022
Causality and independence in perfectly adapted dynamical systems Tineke Blom Joris M. Mooij CML 102 8 0 28 Jan 2021
Causal Modeling of Dynamical Systems Stephan Bongers Tineke Blom Joris M. Mooij 73 24 0 23 Mar 2018
Foundations of Structural Causal Models with Cycles and Latent Variables Stephan Bongers Patrick Forré J. Peters Joris M. Mooij 93 167 0 18 Nov 2016