Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-23T03:21:02.039035Z
Paper Citation Record · LEDGER
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models
As of 18 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:2502.08531.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:22:10.087853Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-15T21:22:11.062101Z
Reference resolution
18 of 18 outbound references displayed
- verified exact1
- verified fuzzy8
- unresolved9
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1b7668f1-c83d-4925-8b4f-4923a6f89cbd · outbound
This paper cites Sofia Faltenbacher, Jonas Wahl, Rebecca Herman, and Jakob Runge.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models Sofia Faltenbacher, Jonas Wahl, Rebecca Herman, and Jakob Runge
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T03:22:27.968999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5e257c77-6cbe-484f-9b92-3fcaf5eac4c6 · outbound
This paper cites Jiji Zhang and Peter Spirtes.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models Jiji Zhang and Peter Spirtes
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T03:22:28.405172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d3487206-e67b-4c57-98a7-ebee553cd1fa · outbound
This paper cites an unresolved cited work.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T03:22:28.408136Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fccd54de-41ec-4b30-a87a-3aa42a048544 · outbound
This paper cites an unresolved cited work.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T03:22:28.410901Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fa8e99cc-6e60-4a29-93b8-7456cc91b37d · outbound
This paper cites an unresolved cited work.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T03:22:28.413891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 815bc39b-1eec-4fa2-b14c-7c07f14dd858 · outbound
This paper cites an unresolved cited work.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T03:22:28.401914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6519f9db-5c34-4373-9e39-f2bf8f0c2c79 · outbound
This paper cites Not Applicable.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models Not Applicable
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T03:22:28.398289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e71fdeba-423b-4087-8835-ffd527164f48 · outbound
This paper cites an unresolved cited work.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T03:22:28.417250Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bf88b18a-cb30-459d-b838-efdd43f9e6c1 · outbound
This paper cites an unresolved cited work.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T03:22:28.376404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c4234b43-fe21-4dc3-bf4c-3d2b12b4de69 · outbound
This paper cites an unresolved cited work.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T03:22:28.379746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ab14a603-d4d7-4aab-9aef-d7e47238175e · outbound
This paper cites an unresolved cited work.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T03:22:28.373275Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d03f59ca-065f-4dac-95c8-16c65583c630 · outbound
This paper cites Bouckaert (1995) uses the following definition to graphically characterise CI-statements that follow via the Graphoid axioms, as used in corollary 6.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models Bouckaert (1995) uses the following definition to graphically characterise CI-statements that follow via the Graphoid axioms, as used in corollary 6
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T03:22:28.370287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a1d43f98-49ad-4012-bf09-adf35ce10f7f · outbound
This paper cites Analogously addW→W ′ 1 and W→W ′ 2 if W∈V\N (X∼Y| Z).
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models Analogously addW→W ′ 1 and W→W ′ 2 if W∈V\N (X∼Y| Z)
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T03:22:28.395009Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0eeb98cf-b956-4d0e-8292-c26916a8ff7e · outbound
This paper cites an unresolved cited work.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T03:22:28.366727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e05a487b-53fa-4a14-9041-4c1b618f30e8 · outbound
This paper cites So in any case we have another difference betweenT∗ andT ′.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models So in any case we have another difference betweenT∗ andT ′
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T03:22:28.388980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a75f2bd4-0d75-4ed7-a6f2-dfe54059f1a2 · outbound
This paper cites if we have X−Z ∗ −Y ∗ −W.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models if we have X−Z ∗ −Y ∗ −W
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T03:22:28.392005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8ce85ea9-491b-4908-9662-b2344d63736b · outbound
This paper cites if we have the structure in fig.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models if we have the structure in fig
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T03:22:28.385724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0c22eeb8-443b-4054-88c1-31ce42de0324 · outbound
This paper cites W ∗ −X−Z ∗ −Y.
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models W ∗ −X−Z ∗ −Y
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T03:22:28.382756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
Observation 8261c1d2-98b4-4ef6-9c94-b7b8096d53a7 · inbound
Causal discovery on vector-valued variables and consistency-guided aggregation cites this paper.
Causal discovery on vector-valued variables and consistency-guided aggregation On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models
Reference 17
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-15T21:22:11.065816Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.