Paper Citation Record · LEDGER

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention

As of 18 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2607.15819.

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

pith.paper-citation-record.v1
2607.15819 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:19:54.467641Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

14 of 14 outbound references displayed

verified exact0
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d947ce2-2b87-4fbe-8d24-3f6fddc3fa14 · outbound

This paper cites What learning algorithm is in-context learning? Investigations with linear models.

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention What learning algorithm is in-context learning? Investigations with linear models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T22:19:53.336641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80533f9c-b332-4a17-ac86-896c63ddd866 · outbound

This paper cites Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection.

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T22:19:53.480915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdc6ee46-e2eb-475c-9129-19ee3ee1bd19 · outbound

This paper cites Language Models are Few-Shot Learners.

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention Language Models are Few-Shot Learners

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T22:19:53.635773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9826500b-d439-411f-a5ba-babb80ea6390 · outbound

This paper cites Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-Optimizers.

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-Optimizers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T22:19:53.717359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9237aa7a-a605-49ac-93e5-d11e4f3e1dac · outbound

This paper cites What Can Transformers Learn In-Context? A Case Study of Simple Function Classes.

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention What Can Transformers Learn In-Context? A Case Study of Simple Function Classes

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T22:19:53.798648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea8fdc47-2f64-4d75-9282-d2b96bfa7c9e · outbound

This paper cites Hagiwara, ‘Effect of bias matrix in linear self-attention for in-context learning”, IEICE Trans.

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention Hagiwara, ‘Effect of bias matrix in linear self-attention for in-context learning”, IEICE Trans

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T22:19:53.878707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7f69787-ae94-43f7-b508-827c05c03e51 · outbound

This paper cites Deep Residual Learning for Image Recognition.

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention Deep Residual Learning for Image Recognition

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T22:19:53.936375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39c4c4ee-0515-4a68-a996-215aa84d4945 · outbound

This paper cites Multilayer feedforward networks are universal approximators.

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention Multilayer feedforward networks are universal approximators

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T22:19:53.995765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 739cf631-4c6d-4bce-a588-6b949ebfb345 · outbound

This paper cites ImageNet classification with deep convolutional neural networks.

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention ImageNet classification with deep convolutional neural networks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T22:19:54.064937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fba34b91-0d3c-4eba-890b-989f0ed7c938 · outbound

This paper cites One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention.

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T22:19:54.130585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 937cce38-7c21-47f1-8935-1769e2e8f247 · outbound

This paper cites Transformers learn in-context by gradient descent.

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention Transformers learn in-context by gradient descent

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T22:19:54.206559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d32aa13d-cfde-43a9-ad2b-4ab39d557381 · outbound

This paper cites Attention Is All You Need.

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention Attention Is All You Need

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T22:19:54.238369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbcd43ba-1ff3-4ad3-acc6-e10d7833b62d · outbound

This paper cites Trained transformers learn linear models in- context.

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention Trained transformers learn linear models in- context

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T22:19:54.392217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c033295b-622d-45be-aa67-df9fb13fcb64 · outbound

This paper cites A first course in linear model theory.

In-context learning of closed form solution to simple linear regression task using transformer with linear self-attention A first course in linear model theory

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T22:19:54.467641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.