Consistency evaluation of benchmarks used for causal discovery | Paper Citation Record

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This paper cites Journal of the Royal Statistical Society: Series B (Methodological), 50(2):157–194.

Consistency evaluation of benchmarks used for causal discovery Journal of the Royal Statistical Society: Series B (Methodological), 50(2):157–194

Reference 1

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This paper cites InInternational Conference on Learning Representations, volume 2024, pages 57559–57610.

Consistency evaluation of benchmarks used for causal discovery InInternational Conference on Learning Representations, volume 2024, pages 57559–57610

Reference 2

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This paper cites Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning.

Consistency evaluation of benchmarks used for causal discovery Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning

Reference 3

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This paper cites Springer.

Consistency evaluation of benchmarks used for causal discovery Springer

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This paper cites Empirical Bayesian Approaches for Robust Constraint-based Causal Discovery under Insufficient Data.

Consistency evaluation of benchmarks used for causal discovery Empirical Bayesian Approaches for Robust Constraint-based Causal Discovery under Insufficient Data

Reference 5

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This paper cites arXiv preprint arXiv:2512.11219 , year=.

Consistency evaluation of benchmarks used for causal discovery arXiv preprint arXiv:2512.11219 , year=

Reference 6

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This paper cites Bivariate Causal Discovery using Bayesian Model Selection.

Consistency evaluation of benchmarks used for causal discovery Bivariate Causal Discovery using Bayesian Model Selection

Reference 7

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This paper cites Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning.

Consistency evaluation of benchmarks used for causal discovery Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning

Reference 8

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This paper cites Efficient Causal Graph Discovery Using Large Language Models.

Consistency evaluation of benchmarks used for causal discovery Efficient Causal Graph Discovery Using Large Language Models

Reference 9

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This paper cites Peter JF Lucas, Linda C Van der Gaag, and Ameen Abu- Hanna.

Consistency evaluation of benchmarks used for causal discovery Peter JF Lucas, Linda C Van der Gaag, and Ameen Abu- Hanna

Reference 10

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This paper cites InProceedings of the AAAI Conference on Artificial Intelligence, volume 35, pages 8975–8982.

Consistency evaluation of benchmarks used for causal discovery InProceedings of the AAAI Conference on Artificial Intelligence, volume 35, pages 8975–8982

Reference 11

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This paper cites Tim Van den Bulcke, Koenraad Van Leemput, Bart Naudts, Piet van Remortel, Hongwu Ma, Alain Ver- schoren, Bart De Moor, and Kathleen Marchal.

Consistency evaluation of benchmarks used for causal discovery Tim Van den Bulcke, Koenraad Van Leemput, Bart Naudts, Piet van Remortel, Hongwu Ma, Alain Ver- schoren, Bart De Moor, and Kathleen Marchal

Reference 12

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This paper cites InInternational Conference on Ma- chine Learning, pages 50650–50668.

Consistency evaluation of benchmarks used for causal discovery InInternational Conference on Ma- chine Learning, pages 50650–50668

Reference 13

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This paper cites InProceedings of the Thirtieth International Joint Conference on Artificial Intelli- gence (IJCAI-21), pages 3566–3573.

Consistency evaluation of benchmarks used for causal discovery InProceedings of the Thirtieth International Joint Conference on Artificial Intelli- gence (IJCAI-21), pages 3566–3573

Reference 14

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This paper cites InProceedings of the AAAI Conference on Artificial Intelligence, volume 36, pages 8584–8593.

Consistency evaluation of benchmarks used for causal discovery InProceedings of the AAAI Conference on Artificial Intelligence, volume 36, pages 8584–8593

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This paper cites InProceedings of the AAAI Con- ference on Artificial Intelligence, volume 40, pages 36757–36765.

Consistency evaluation of benchmarks used for causal discovery InProceedings of the AAAI Con- ference on Artificial Intelligence, volume 40, pages 36757–36765

Reference 16

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This paper cites Boosting Differentiable Causal Discovery via Adaptive Sample Reweighting.

Consistency evaluation of benchmarks used for causal discovery Boosting Differentiable Causal Discovery via Adaptive Sample Reweighting

Reference 17

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Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

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Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dfe989f-e666-4e2c-a273-00813ad2d801 · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a5d5ca4-e242-4d4b-b81c-f1d31a8299ba · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f890fb5b-c5ee-45c6-ad3b-cd4aa5c032b8 · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 586fb625-bf71-422d-85f4-fb3361a386c2 · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59d2ce76-c81b-4236-908b-2ecf624bdcae · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c59ac7c2-717d-4eb5-8e57-165d54c3a4a6 · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a7e4de9-72db-4dfb-8b94-c98ef5aa343f · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32a73802-4f67-4f21-8bb7-242547fb2af4 · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce4019c8-35fa-4934-88ea-b132d80b5ae3 · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df195a89-cb4a-46e1-af7d-592a49412c02 · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee5f2985-e5d1-4760-9b2e-2d82f0062171 · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c29a426-768b-4ede-865f-84850fdc7a4a · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a11c028-c823-4d1a-8384-4b424876494d · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b2f288f-0252-40d2-a08d-2de6488f4d14 · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83331ff6-ebc7-4f11-b00b-b38c75002b2f · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 82

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af147fce-a3c9-4b33-9bd3-77d6b81c005e · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 83

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efd6a56c-e72e-4963-a839-c12724807869 · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db25a22b-e941-4643-89ad-83c548030476 · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b6ab7a6-07b5-4cc8-9b87-140d46418e6b · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95e0f7ba-ebb4-46f1-a993-841292176003 · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89b5c71c-1c78-4b21-9e71-978f6bf3ecfd · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 88

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6af3326-4ded-49ed-8044-7776205a46e3 · outbound

This paper cites Unknown”. This high rate of “Unknown.

Consistency evaluation of benchmarks used for causal discovery Unknown”. This high rate of “Unknown

Reference 89

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c76b8a8-1ccc-4f17-85d8-a92078282f1a · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e74d5a9-7197-4fb7-92d6-9ae39e4951c1 · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f65f1dbc-3945-4994-b04f-675b977af85f · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 92

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8be75e8d-724d-43e8-9f8a-6a73b4846320 · outbound

This paper cites corresponding analysis on the dataset.

Consistency evaluation of benchmarks used for causal discovery corresponding analysis on the dataset

Reference 93

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8093c4ca-fcef-4e61-9cd9-07d395f1e0cd · outbound

This paper cites This query is to ask the statistical correlational relationship between the factor pair conditioned on other factors.

Consistency evaluation of benchmarks used for causal discovery This query is to ask the statistical correlational relationship between the factor pair conditioned on other factors

Reference 94

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e02103e1-f593-42d2-963d-c9f0af0766b3 · outbound

This paper cites an unresolved cited work.

Consistency evaluation of benchmarks used for causal discovery Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df6442c0-1ee3-48c5-aadc-f958d487de06 · outbound

This paper cites Required information.

Consistency evaluation of benchmarks used for causal discovery Required information

Reference 96

Resolution: unresolved; no resolver link, observed 2026-06-28T14:25:13.422578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers