Paper Citation Record · LEDGER

Transformers with Sparse Attention for Granger Causality

As of 19 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2411.13264.

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

pith.paper-citation-record.v1
2411.13264 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:44:59.295351Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

23 of 23 outbound references displayed

verified exact1
verified fuzzy1
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6b92bcf0-1f63-4561-97c5-055a5313278c · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.612874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f1c2c581-746b-4e94-b3fd-b674dbbdf97d · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.602986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4ef3be6d-f3a2-46d7-875d-c69deb09bdb0 · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.591976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0084b79f-6342-432d-af16-802b795a8280 · outbound

This paper cites A Survey on Causal Discovery Methods for I.I.D. and Time Series Data.

Transformers with Sparse Attention for Granger Causality A Survey on Causal Discovery Methods for I.I.D. and Time Series Data

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T16:44:59.228056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11808edc-5ed1-48e9-b1af-504ab6ac93d2 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Transformers with Sparse Attention for Granger Causality Adam: A Method for Stochastic Optimization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T16:44:59.232106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54f2c142-a1bc-44f6-8803-8392e1577a35 · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.582298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2a8c7430-2f72-4c3c-876f-d16d315c907c · outbound

This paper cites How Transformers Learn Causal Structure with Gradient Descent.

Transformers with Sparse Attention for Granger Causality How Transformers Learn Causal Structure with Gradient Descent

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T16:44:59.240801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b35e0d84-7859-49ef-8e18-5c8b8fd25a06 · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.571668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d9443e2f-d905-4e6e-89d4-6451d921109f · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.559991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ad9d3ea5-1511-4e54-93ed-47c36b33bb1c · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.549099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 436519c0-ec7c-476c-af48-85db41494567 · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.536461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0a932e71-9b8c-47ff-a515-a410e8841f47 · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.525712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3edfb6e8-a733-4fce-b3d5-4e7053e7525c · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.515251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ce513756-f8f8-457f-a1de-e9d75a582008 · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T16:44:59.264874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9eae650b-a827-450f-80ce-4123605455e2 · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.497956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b143ead5-14f6-4594-8948-80cb212fb927 · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.487810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c618900c-6db2-4463-8bb7-72b906ff7fc4 · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 17

Resolution: verified exact; raw_fallback, observed 2026-08-12T16:44:59.387648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2b2466d3-d2d5-485d-91e6-042b6a13296a · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.476995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0e1dd451-9251-48ed-afee-7c9564428605 · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.466600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 51ad1347-9234-459a-9fb5-bb3650576642 · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.445575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dc795cca-a41e-4db7-9b81-3a704d2df650 · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T16:44:59.291979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccf7bc21-b6c6-4c8b-8169-b87622b3e36f · outbound

This paper cites an unresolved cited work.

Transformers with Sparse Attention for Granger Causality Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:44:59.429244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 90e3a4ac-9e65-42dd-a843-8c54a9b5b5be · outbound

This paper cites In International Conference on Machine Learning.

Transformers with Sparse Attention for Granger Causality In International Conference on Machine Learning

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:44:59.456419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.