A Unifying Perspective on Causal World Models: From Observations to Representations to Structure | Paper Citation Record

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This paper cites and Janzing, D.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure and Janzing, D

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This paper cites MICCAI Workshop on Fairness of AI in Medical Imaging , pages=.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure MICCAI Workshop on Fairness of AI in Medical Imaging , pages=

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This paper cites arXiv preprint arXiv:2509.14252 , year=.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure arXiv preprint arXiv:2509.14252 , year=

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Unresolved cited work

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure AAAI 2025 Workshop on Artificial Intelligence with Causal Techniques , year=

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This paper cites When Does LeJEPA Learn a World Model?.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure When Does LeJEPA Learn a World Model?

Reference 6

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Unresolved cited work

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This paper cites LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics

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This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Unresolved cited work

Reference 10

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Journal of Artificial Intelligence Research , volume=

Reference 11

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Maathuis and Markus Kalisch and Thomas S

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure On random graphs

Reference 13

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure 1983 , publisher=

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This paper cites Ramsey and Jiji Zhang and Peter Spirtes , title =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Ramsey and Jiji Zhang and Peter Spirtes , title =

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This paper cites Causal inference and causal explanation with background knowledge , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Causal inference and causal explanation with background knowledge , booktitle =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Strong completeness and faithfulness in Bayesian networks , booktitle =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure The Annals of Statistics , number =

Reference 18

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Xing , opteditor =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Xing , optopteditor =

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This paper cites Masked Gradient-Based Causal Structure Learning , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Masked Gradient-Based Causal Structure Learning , booktitle =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Gradient-Based Neural

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Unresolved cited work

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This paper cites Generalized Score Functions for Causal Discovery , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Generalized Score Functions for Causal Discovery , booktitle =

Reference 24

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This paper cites Ramsey and Madelyn Glymour and Ruben Sanchez.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Ramsey and Madelyn Glymour and Ruben Sanchez

Reference 25

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure 2009 , optisbn =

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This paper cites Structural Intervention Distance for Evaluating Causal Graphs , journal =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Structural Intervention Distance for Evaluating Causal Graphs , journal =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Reisach and Christof Seiler and Sebastian Weichwald , opteditor =

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This paper cites gCastle: A Python Toolbox for Causal Discovery.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure gCastle: A Python Toolbox for Causal Discovery

Reference 29

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This paper cites Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual , year =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual , year =

Reference 30

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This paper cites Constraint-based Causal Structure Learning with Consistent Separating Sets , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Constraint-based Causal Structure Learning with Consistent Separating Sets , booktitle =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Proceedings of the 2023

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Proceedings of the Fourth European Workshop on Probabilistic Graphical Models , pages=

Reference 33

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Kernel-based Conditional Independence Test and Application in Causal Discovery , booktitle =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure A Kernel Statistical Test of Independence , booktitle =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Breakthroughs in statistics: Methodology and distribution , pages=

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Estimating High-Dimensional Directed Acyclic Graphs with the PC-Algorithm , journal =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Statistical Papers , author =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure PNAS Nexus , volume =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Mooij and Dominik Janzing and Bernhard Sch

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure On the Identifiability of the Post-Nonlinear Causal Model , booktitle =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Hoyer and Aapo Hyv

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Automated Discovery of Linear Feedback Models , booktitle =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Mooij and Tom Claassen , opteditor =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Causal Shapley Values: Exploiting Causal Knowledge to Explain Individual Predictions of Complex Models , booktitle =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Lundberg and Su

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability , booktitle =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure 2014 , howpublished = "

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Score Matching Enables Causal Discovery of Nonlinear Additive Noise Models , optbooktitle =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Proceedings of the 36th International Conference on Machine Learning,

Reference 51

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Causal Autoregressive Flows , booktitle =

Reference 52

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure O'Neil and Sotirios A

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Bayesian structure learning with generative flow networks , booktitle =

Reference 55

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Optimal Transport for Causal Discovery , booktitle =

Reference 56

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Mooij , opteditor =

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Learning Neighborhoods of High Confidence in Constraint-Based Causal Discovery , booktitle =

Reference 58

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure A Hybrid Causal Search Algorithm for Latent Variable Models , booktitle =

Reference 59

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A Unifying Perspective on Causal World Models: From Observations to Representations to Structure A Bayesian Approach to Constraint Based Causal Inference , booktitle =

Reference 60

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Observation 82ee708d-38c8-4ce7-b67c-7185046d12d9 · outbound

This paper cites Hoyer and Peter Spirtes , title =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Hoyer and Peter Spirtes , title =

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.326437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60213a23-a224-49b4-8757-abf87f67bd07 · outbound

This paper cites A Core-Guided Approach to Learning Optimal Causal Graphs , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure A Core-Guided Approach to Learning Optimal Causal Graphs , booktitle =

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.330233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca53942-0458-4078-8160-9c31663c191a · outbound

This paper cites Proceedings of the ACM India Joint International Conference on Data Science and Management of Data , pages =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Proceedings of the ACM India Joint International Conference on Data Science and Management of Data , pages =

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.333914Z

Source-reported events for the cited work

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Observation 93aefc4f-6410-4aae-9891-3f6ea8027aab · outbound

This paper cites and Sadler, Brian M.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure and Sadler, Brian M

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.337868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0868392e-1f03-4d49-b14f-7c25960e5516 · outbound

This paper cites Reliable Causal Discovery with Improved Exact Search and Weaker Assumptions , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Reliable Causal Discovery with Improved Exact Search and Weaker Assumptions , booktitle =

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.342885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1c8a15-75e1-4523-a515-2dd9ad4a096b · outbound

This paper cites Specifying Prior Beliefs over DAGs in Deep Bayesian Causal Structure Learning , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Specifying Prior Beliefs over DAGs in Deep Bayesian Causal Structure Learning , booktitle =

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.346991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d892cce6-fdd7-4b30-ae42-93e8a14c06ac · outbound

This paper cites Science , volume=.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Science , volume=

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.350547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 478e71ee-e577-4083-b9ca-f2e9836da4a8 · outbound

This paper cites Beinlich and Henri Jacques Suermondt and R.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Beinlich and Henri Jacques Suermondt and R

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.353940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36217662-31f2-432e-afb0-ca1d5ed3d511 · outbound

This paper cites Differentiable and Transportable Structure Learning , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Differentiable and Transportable Structure Learning , booktitle =

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.357785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd5f2b6b-8064-4cbc-a3b6-778fd81d4f29 · outbound

This paper cites Causal structure-based root cause analysis of outliers , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Causal structure-based root cause analysis of outliers , booktitle =

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.361493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 577100a1-8691-4c92-a17c-86344b95d239 · outbound

This paper cites an unresolved cited work.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.364930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48d69bfb-88a2-430d-aac5-54c21be22090 · outbound

This paper cites Ramsey and Ruben Sanchez.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Ramsey and Ruben Sanchez

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.368788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4450d6a-5069-4bf5-98cb-c1df4f69c966 · outbound

This paper cites Greedy relaxations of the sparsest permutation algorithm , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Greedy relaxations of the sparsest permutation algorithm , booktitle =

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.372713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f5868fa-7e68-4743-b062-98f70ff1a99f · outbound

This paper cites 2012 , publisher=.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure 2012 , publisher=

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.376572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b63d329e-4da3-4eaf-b490-86102c529b7a · outbound

This paper cites Hagberg and Daniel A.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Hagberg and Daniel A

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.380851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4dc360e-ed0e-4ec3-b0d6-5ccafaee17cc · outbound

This paper cites , title =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure , title =

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.384357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a4ce556-15c2-4f4b-b380-63e33929420b · outbound

This paper cites an unresolved cited work.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.388229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3db78f16-a137-4535-ac65-b2eed48dab6d · outbound

This paper cites 1989 , timestamp =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure 1989 , timestamp =

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.392182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cbdb08e-d295-4c24-8a77-925c2a813e11 · outbound

This paper cites Limitations of the Application of Fourfold Table Analysis to Hospital Data , urldate =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Limitations of the Application of Fourfold Table Analysis to Hospital Data , urldate =

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.395953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45e095eb-0d08-4423-a06b-6dd29e4529c2 · outbound

This paper cites 2016 , publisher=.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure 2016 , publisher=

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.399453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2aea7a2-58ff-4fd8-8c21-d504b0a112c7 · outbound

This paper cites On the logic of causal models , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure On the logic of causal models , booktitle =

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.403317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19740515-9de4-407b-94be-531cb8f6ba85 · outbound

This paper cites Watson and Ricardo Silva , opteditor =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Watson and Ricardo Silva , opteditor =

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.406888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 572f66bd-a241-4309-96e0-06a53bbcedf1 · outbound

This paper cites Proceedings of the 7th European Conference on Artificial Intelligence - Volume 2 , pages =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Proceedings of the 7th European Conference on Artificial Intelligence - Volume 2 , pages =

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.410781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4a186ef-4af2-4468-a167-e297a7dd13f5 · outbound

This paper cites an unresolved cited work.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.416046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3209f67-4f2f-4ae4-988c-e9ea1a278981 · outbound

This paper cites 1987 , publisher=.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure 1987 , publisher=

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.420210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bec6c987-4273-4096-b6a1-be09e72312b5 · outbound

This paper cites Networks , volume =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Networks , volume =

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.424094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74cdc71e-ad14-4c4e-82c7-a1f17aaea321 · outbound

This paper cites Improving Accuracy and Scalability of the PC Algorithm by Maximizing P-value.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Improving Accuracy and Scalability of the PC Algorithm by Maximizing P-value

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.428042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7bae947-8fa3-4a13-b7d1-00b21ed86a32 · outbound

This paper cites an unresolved cited work.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Unresolved cited work

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.432088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77745483-bd08-405a-b714-25201465f12a · outbound

This paper cites Gradual Semantics for Logic-Based Bipolar Graphs Using T-(Co)norms , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Gradual Semantics for Logic-Based Bipolar Graphs Using T-(Co)norms , booktitle =

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.436544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02da39e7-37c4-4164-9e00-f4a4fca2ecc6 · outbound

This paper cites Risk Analysis , volume =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Risk Analysis , volume =

Reference 90

Resolution: verified exact; doi, observed 2026-08-14T10:42:09.367612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fab84bfe-8e58-4088-bfa9-16e1c4dce23b · outbound

This paper cites an unresolved cited work.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.446110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40261f38-8b46-4a7f-bcbb-66f9b416b18b · outbound

This paper cites an unresolved cited work.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Unresolved cited work

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.450005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 110b86fb-ce06-4cda-bb7b-41bfbf26016b · outbound

This paper cites 2023 , opturl =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure 2023 , opturl =

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.453688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95e439bd-a8b3-4851-b3b6-7d137d348d10 · outbound

This paper cites Testing Conditional Independence Between Latent Variables by Independence Residuals , year=.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Testing Conditional Independence Between Latent Variables by Independence Residuals , year=

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.457569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d06b180f-5917-4906-908e-71621700470e · outbound

This paper cites A Logical Characterization of Constraint-Based Causal Discovery , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure A Logical Characterization of Constraint-Based Causal Discovery , booktitle =

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.461405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5aa70f3-6369-4336-8d84-8e119622e746 · outbound

This paper cites Berger , title =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Berger , title =

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.465533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4db31a90-37a8-4577-bc18-f26a122cb50a · outbound

This paper cites The American Statistician , volume=.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure The American Statistician , volume=

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.469514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1ab0bc8-9b75-4e3e-8f61-18ff3840e3f0 · outbound

This paper cites Humanities and Social Sciences Communications , volume=.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Humanities and Social Sciences Communications , volume=

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.473109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3dd4a1f-4f21-4e9a-a22b-62b722af850b · outbound

This paper cites Assumption-Based Argumentation for Epistemic and Practical Reasoning , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Assumption-Based Argumentation for Epistemic and Practical Reasoning , booktitle =

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.477199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89c8c057-517d-4bcf-b421-54075e892c13 · outbound

This paper cites Assumption-Based Argumentation for Closed and Consistent Defeasible Reasoning , booktitle =.

A Unifying Perspective on Causal World Models: From Observations to Representations to Structure Assumption-Based Argumentation for Closed and Consistent Defeasible Reasoning , booktitle =

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:08.480927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers