Paper Citation Record · LEDGER

Learning Structural Causal Models from Ordering: Identifiable Flow Models

As of 17 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2412.09843.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.09843 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:53:35.208412Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy4
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b6c78c61-2707-4118-8b86-e15abd5cd587 · outbound

This paper cites an unresolved cited work.

Learning Structural Causal Models from Ordering: Identifiable Flow Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:53:36.166261Z

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 8a31e364-e41f-495e-a3f9-3b466507a17c · outbound

This paper cites an unresolved cited work.

Learning Structural Causal Models from Ordering: Identifiable Flow Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:53:36.155009Z

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 f63a96b7-cad1-4fe8-8359-3d6a4d80c5dd · outbound

This paper cites an unresolved cited work.

Learning Structural Causal Models from Ordering: Identifiable Flow Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:53:36.143909Z

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 037e1781-7e86-427b-964f-22edd30194d3 · outbound

This paper cites an unresolved cited work.

Learning Structural Causal Models from Ordering: Identifiable Flow Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:53:36.119911Z

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 ab57bc22-ce8d-4b09-b8e6-f7bc88144086 · outbound

This paper cites an unresolved cited work.

Learning Structural Causal Models from Ordering: Identifiable Flow Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:53:35.988814Z

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 09b3b586-4c49-4454-9a13-a6bdc9fe9784 · outbound

This paper cites an unresolved cited work.

Learning Structural Causal Models from Ordering: Identifiable Flow Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:53:35.865379Z

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 2019ab90-6983-4960-937f-3293c33f597a · outbound

This paper cites an unresolved cited work.

Learning Structural Causal Models from Ordering: Identifiable Flow Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:53:35.660879Z

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 3ffdcb00-69f4-4289-9dbf-29ff86ff08d5 · outbound

This paper cites Relating Graph Neural Networks to Structural Causal Models.

Learning Structural Causal Models from Ordering: Identifiable Flow Models Relating Graph Neural Networks to Structural Causal Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T16:53:34.960385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35c21506-9c31-4d78-963b-19d55ba11cc5 · outbound

This paper cites V ACA demonstrates poor performance across all metrics and d atasets.

Learning Structural Causal Models from Ordering: Identifiable Flow Models V ACA demonstrates poor performance across all metrics and d atasets

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:53:35.506109Z

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 6cd912c4-c82f-4293-99eb-9ccb5327fea8 · outbound

This paper cites an unresolved cited work.

Learning Structural Causal Models from Ordering: Identifiable Flow Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:53:35.519040Z

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 b2d91339-98e2-4af7-8cad-b959cec143d4 · outbound

This paper cites This addition creates a causal graph with a confounder, thereby making the problem more challenging to solve.

Learning Structural Causal Models from Ordering: Identifiable Flow Models This addition creates a causal graph with a confounder, thereby making the problem more challenging to solve

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:53:35.396727Z

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 c8397469-7311-48d4-bee8-f6c2b6fd09d7 · outbound

This paper cites Gretton, A.; Borgwardt, K.

Learning Structural Causal Models from Ordering: Identifiable Flow Models Gretton, A.; Borgwardt, K

Reference 889

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:53:36.414380Z

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 177c443f-2d72-4aa6-8242-60f20f86d65e · outbound

This paper cites In International conference on machine learning, 881–.

Learning Structural Causal Models from Ordering: Identifiable Flow Models In International conference on machine learning, 881–

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:53:36.440866Z

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 b02ceb88-aa3c-4671-94f4-828b9f74b957 · outbound

This paper cites Deep End-to-end Causal Inference.

Learning Structural Causal Models from Ordering: Identifiable Flow Models Deep End-to-end Causal Inference

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-11T16:53:34.893036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d7e417d-7920-4201-8405-4482c2dadac7 · outbound

This paper cites Neural Structure Learning with Stochastic Differential Equations.

Learning Structural Causal Models from Ordering: Identifiable Flow Models Neural Structure Learning with Stochastic Differential Equations

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-11T16:53:34.915341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57e2371c-1f92-47f9-be88-323bde56e4e8 · outbound

This paper cites an unresolved cited work.

Learning Structural Causal Models from Ordering: Identifiable Flow Models Unresolved cited work

Reference 2021

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:53:36.328230Z

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 e2f41c01-0fa5-4a11-a944-85a5dc13e0d2 · outbound

This paper cites an unresolved cited work.

Learning Structural Causal Models from Ordering: Identifiable Flow Models Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:53:36.451390Z

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 86763c6a-5d34-4e82-9c80-6f9892e5bfeb · outbound

This paper cites CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training.

Learning Structural Causal Models from Ordering: Identifiable Flow Models CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training

Reference 3528

Resolution: unresolved; no resolver link, observed 2026-08-11T16:53:34.909914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.