Paper Citation Record · LEDGER

A Method for Enhancing Generalization of Adam by Multiple Integrations

As of 13 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2412.12473.

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

pith.paper-citation-record.v1
2412.12473 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:11:19.609142Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

39 of 39 outbound references displayed

verified exact0
verified fuzzy5
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 85322578-3b75-4438-9b54-f65cdf50b960 · outbound

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A Method for Enhancing Generalization of Adam by Multiple Integrations , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T14:11:19.316121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28e5d2d6-6971-4e91-8e7b-5fb34818e2a3 · outbound

This paper cites write newline.

A Method for Enhancing Generalization of Adam by Multiple Integrations write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T14:11:19.322514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 581964da-1b55-40fc-8e63-24f21dacec9b · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:20.247056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation eaf40904-0218-4f41-8362-bfdada7860b4 · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:20.230394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 76776095-d270-4d42-8d20-e755e64ac3cc · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:20.215356Z

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Observation 37811f62-e4ad-441c-a7b3-b7ebb7e87c2c · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:20.200676Z

Source-reported events for the cited work

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Observation d0dc4632-3e34-4186-919e-a9aeb0a20f34 · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:20.185575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2c24c629-04fa-4d21-b08e-1087f1e74c9c · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:20.169399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8cd075d5-3269-4332-930c-35c791fa9937 · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:20.152602Z

Source-reported events for the cited work

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Observation 8f4e54d0-b21d-46d6-b259-d4ea8cb6b4cb · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:20.136745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e8f7ac7d-edd1-46ac-b96a-585b68984d2b · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:20.121820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ebae5704-7a8b-4964-aa66-ce544595cbf8 · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:20.106435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3645e284-18be-4356-afad-3126a8b4ac24 · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:20.091010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 12fd1fa0-1eba-4cb1-8edc-d87718f14cec · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:20.075691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 58c62f53-17e1-4f3a-a29c-3c8275e43371 · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:20.058779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e6bfec68-0f4f-4ed2-bba2-7497f241a623 · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:20.043623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ff0ae8c0-0153-4bae-ac30-d10842352926 · outbound

This paper cites S.; Mudigere, D.; Nocedal, J.; Smelyanskiy, M.; and Tang, P.

A Method for Enhancing Generalization of Adam by Multiple Integrations S.; Mudigere, D.; Nocedal, J.; Smelyanskiy, M.; and Tang, P

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:11:20.028344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation db4e6f28-8cda-45e6-ad4e-736697745178 · outbound

This paper cites Improving Generalization Performance by Switching from Adam to SGD.

A Method for Enhancing Generalization of Adam by Multiple Integrations Improving Generalization Performance by Switching from Adam to SGD

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T14:11:19.406159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93f464c7-b2f1-42c3-adbd-59f712d0b62b · outbound

This paper cites P.; and Ba, J.

A Method for Enhancing Generalization of Adam by Multiple Integrations P.; and Ba, J

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:11:20.011376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c8c662ab-927c-48f7-bd8d-4b84b4e40a1e · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:19.994724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5d8f4ba0-c2db-445a-a4e0-73d908ceb97f · outbound

This paper cites BertGCN: Transductive Text Classification by Combining GCN and BERT.

A Method for Enhancing Generalization of Adam by Multiple Integrations BertGCN: Transductive Text Classification by Combining GCN and BERT

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T14:11:19.456483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b79a9fa-1ff2-4da2-bbe0-879b71180f81 · outbound

This paper cites B.; and Ueda, M.

A Method for Enhancing Generalization of Adam by Multiple Integrations B.; and Ueda, M

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:11:19.978801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 387ca181-07d5-4873-93fd-f94f72f59c3c · outbound

This paper cites Decoupled Weight Decay Regularization.

A Method for Enhancing Generalization of Adam by Multiple Integrations Decoupled Weight Decay Regularization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T14:11:19.473919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75067d69-8c3d-463d-a70b-0e2495a73c7b · outbound

This paper cites Adaptive Gradient Methods with Dynamic Bound of Learning Rate.

A Method for Enhancing Generalization of Adam by Multiple Integrations Adaptive Gradient Methods with Dynamic Bound of Learning Rate

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T14:11:19.479573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f92e2eb-ef08-4dd5-a01f-234233806943 · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:19.961279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation caa62703-a700-4d29-bacf-4238d332a578 · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:19.943376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a0d6b7c8-04fa-4cbb-ae4d-87f68b8bbd62 · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:19.926524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2e03cddf-adc6-45d6-b54a-5f335df299be · outbound

This paper cites A.; and Mullis, C.

A Method for Enhancing Generalization of Adam by Multiple Integrations A.; and Mullis, C

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:11:19.910678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7165d69d-c250-48de-8392-a4826a69b6e9 · outbound

This paper cites On the Convergence of AdaBound and its Connection to SGD.

A Method for Enhancing Generalization of Adam by Multiple Integrations On the Convergence of AdaBound and its Connection to SGD

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T14:11:19.545156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08a34f82-fa6e-4402-8061-84c442c18cf1 · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:19.895002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b59104d9-359a-470a-9604-ecf83930ecec · outbound

This paper cites Identifying Generalization Properties in Neural Networks.

A Method for Enhancing Generalization of Adam by Multiple Integrations Identifying Generalization Properties in Neural Networks

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1e5a4ab1-b04d-4042-a17f-6b605f7fd2e9 · outbound

This paper cites C.; Roelofs, R.; Stern, M.; Srebro, N.; and Recht, B.

A Method for Enhancing Generalization of Adam by Multiple Integrations C.; Roelofs, R.; Stern, M.; Srebro, N.; and Recht, B

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:11:19.878183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4c636aa8-f7c8-40ab-9aeb-39a0e59ec4d6 · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:19.859377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7a21e196-4367-4270-92d1-78d1f839e8bb · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:19.841758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d7dc2241-2941-4683-9896-881713bc9e45 · outbound

This paper cites Stochastic Gradient Variance Reduction by Solving a Filtering Problem.

A Method for Enhancing Generalization of Adam by Multiple Integrations Stochastic Gradient Variance Reduction by Solving a Filtering Problem

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T14:11:19.588519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fdef552-259c-4864-bcaf-1c2506cd2cae · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:19.825297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e52d6a4d-3199-45bf-a996-4a1dedd44988 · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:19.807991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a8521bc4-7ebf-4487-bebc-793c46481a59 · outbound

This paper cites an unresolved cited work.

A Method for Enhancing Generalization of Adam by Multiple Integrations Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:11:19.791000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b7349fc9-a927-4ac5-82ba-b79f8108af2a · outbound

This paper cites Understanding the Generalization of Adam in Learning Neural Networks with Proper Regularization.

A Method for Enhancing Generalization of Adam by Multiple Integrations Understanding the Generalization of Adam in Learning Neural Networks with Proper Regularization

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T14:11:19.609142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.