Paper Citation Record · LEDGER

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent

As of 11 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 2 inbound Pith citation observations for arXiv:2601.10962.

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

pith.paper-citation-record.v1
2601.10962 v2

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T10:13:03.883713Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T04:17:44.476232Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T08:30:57.484806Z

Reference resolution

48 of 48 outbound references displayed

verified exact0
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unresolved48
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External citation measurements

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Outbound references

Observation 5fa9d141-045b-4533-ab64-58c58ed541e6 · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T10:12:58.166629Z

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Observation 95e9080d-21c0-466d-993c-eae2ecf1d45c · outbound

This paper cites The dynamics in thex-direction are governed by the local curvatureκ x ≡∂ 2 xL.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent The dynamics in thex-direction are governed by the local curvatureκ x ≡∂ 2 xL

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T10:12:58.268921Z

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Observation 5b810f69-69ce-4b10-9a5c-d21056588108 · outbound

This paper cites Based on the Fokker- Planck equation, the MFPT from the sharp valley mini- mum (x⋆.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Based on the Fokker- Planck equation, the MFPT from the sharp valley mini- mum (x⋆

Reference 3

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Observation 3f0003f0-65cb-4a61-8f42-2cef4967cbc2 · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T10:12:58.623670Z

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Observation 6b14edf6-0509-4e0e-ac88-b90d60b76331 · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T10:12:58.836701Z

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Observation d7e3c753-1eef-4d6e-8a80-e1f962f8dca6 · outbound

This paper cites Asyincreases, the escape ratesk ± decrease ex- ponentially.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Asyincreases, the escape ratesk ± decrease ex- ponentially

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T10:12:58.996541Z

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Observation 9314b761-c2b6-4668-abaa-c41e1507d21a · outbound

This paper cites LeCun, Y.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent LeCun, Y

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T10:12:59.171651Z

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Observation ccb7517d-ff75-4e21-8cee-f44f46cf6e06 · outbound

This paper cites Levine and Y.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Levine and Y

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T10:12:59.344970Z

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Observation 26dad3b1-0582-4849-9102-d6a5160bebbc · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T10:12:59.500506Z

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Observation 4e290d7a-47fa-4a54-8981-bc9083f7959c · outbound

This paper cites The Global Landscape of Neural Networks: An Overview.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent The Global Landscape of Neural Networks: An Overview

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T10:12:59.673995Z

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Observation a392bdd8-7032-47a2-a1e1-31c97ac03753 · outbound

This paper cites Zhang, Y.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Zhang, Y

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T10:12:59.812611Z

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Observation 6fdb7bee-4ba2-41c1-9318-f534e7073776 · outbound

This paper cites Choromanska, M.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Choromanska, M

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T10:12:59.986418Z

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Observation 5ef789e2-5154-4908-84c2-f99fa4307db5 · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T10:12:59.991273Z

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Observation 4067c60e-bbe5-4bb3-9e47-83e43a376f62 · outbound

This paper cites Hochreiter and J.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Hochreiter and J

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:00.046770Z

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Observation 3559c9b0-a926-4dde-924a-9ee5ac244256 · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 15

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Observation c752c4cc-6864-49f3-9539-d31755ce4a74 · outbound

This paper cites Jastrzebski, Z.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Jastrzebski, Z

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:00.207991Z

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Observation 902b15ca-2d8e-4ccb-9e94-ce8501f63615 · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:00.382410Z

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Observation 1c944505-f47c-4814-82ed-19f9189960be · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:00.555440Z

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Observation c29f46ad-48dd-4806-8df8-17122d7c5d30 · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:00.720939Z

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Observation 46093e39-aefa-4942-adf7-da3d795c655c · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:00.871852Z

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Observation 6ec2a72d-386b-4530-a090-2ed4c72786dd · outbound

This paper cites Robbins and S.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Robbins and S

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:01.017660Z

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Observation c9cb46a7-0a9f-44fe-89a8-9c98acb3262e · outbound

This paper cites Bottou, Large-scale machine learning with stochastic gradient descent, inCOMPSTAT(Physica-Verlag, 2010) pp.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Bottou, Large-scale machine learning with stochastic gradient descent, inCOMPSTAT(Physica-Verlag, 2010) pp

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:01.219372Z

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Observation 587e45bc-bb4c-4d4c-965b-376d41f5c60b · outbound

This paper cites Xie, Q.-Y.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Xie, Q.-Y

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:01.491014Z

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Observation 0f6b49e9-8e20-41a0-9fd1-fcfe9885ef3d · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:01.636277Z

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Observation 5ca18f5a-c70b-433b-9278-2ac39cbe7bfb · outbound

This paper cites Feng and Y.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Feng and Y

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:01.900765Z

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Observation 7e9ba3eb-bc8f-4e30-a21e-dfd17697d14f · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:02.058357Z

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Observation 33039895-5e97-4333-8fb7-e2402bc3742a · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:02.255148Z

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Observation 0144f846-a60b-4382-b735-d7f64342518b · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:02.365967Z

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Observation 23401473-9c9b-41a2-bf0c-89ebaf8c86c9 · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:02.532313Z

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Observation a3dbf82c-c0d5-4cb6-8823-e269a8c5c889 · outbound

This paper cites Chaudhari, A.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Chaudhari, A

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:02.544559Z

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Observation 86891b60-aaac-4fd9-944d-e019d5475cca · outbound

This paper cites How noise affects the Hessian spectrum in overparameterized neural networks.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent How noise affects the Hessian spectrum in overparameterized neural networks

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:02.562509Z

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Observation db873a09-597c-4257-9cf7-6d4ec22e907c · outbound

This paper cites Gradient Descent Happens in a Tiny Subspace.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Gradient Descent Happens in a Tiny Subspace

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:02.618893Z

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Observation 38991c7f-158c-46ef-98f4-ea39af00c55b · outbound

This paper cites Critical Learning Periods in Deep Neural Networks.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Critical Learning Periods in Deep Neural Networks

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:02.816299Z

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Observation d29e94db-0961-48f9-8027-947a4f94a88e · outbound

This paper cites Feng and Y.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Feng and Y

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:02.962720Z

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Observation c4bd2eee-a759-4519-be4f-b2253f3b49ae · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:03.057490Z

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Observation 09bf8cfd-00a4-4498-9c99-cf61fecaa277 · outbound

This paper cites Jastrzebski, M.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Jastrzebski, M

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:03.151299Z

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Observation fca65375-75b3-4edc-818f-4cdffffebc1f · outbound

This paper cites Frankle and M.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Frankle and M

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:03.215677Z

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Observation a58e61da-c5d0-43d5-bce6-e2ce37a805fe · outbound

This paper cites Ghorbani, S.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Ghorbani, S

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:03.273948Z

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Observation 5a29c60b-961d-46e2-8976-70369dcaeb6e · outbound

This paper cites Sagun, U.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Sagun, U

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:03.328022Z

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Observation 1b578b18-29a4-4e59-94e6-edda1f095ac9 · outbound

This paper cites Waddington, The strategy of the genes (1957).

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Waddington, The strategy of the genes (1957)

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:03.394968Z

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Observation 945424aa-2128-44f9-9763-ea4560648a6b · outbound

This paper cites Kitano, Towards a theory of biological robustness, 15 Molecular Systems Biology3, 137 (2007).

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Kitano, Towards a theory of biological robustness, 15 Molecular Systems Biology3, 137 (2007)

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:03.489259Z

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Observation a64e9520-e82a-4ab2-bd7e-0e0ed20e2c15 · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:03.589725Z

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Observation 3e14c4fd-c2b4-409a-bc8d-9c846589f45a · outbound

This paper cites Pujadas and A.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Pujadas and A

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:03.691156Z

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Observation f5fa5fa3-98f2-43e9-ad45-814dd9eab6a3 · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:03.750032Z

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Observation 1c8b8b35-b46b-4030-84db-bef67c7d5cfd · outbound

This paper cites Fort and S.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Fort and S

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:03.821399Z

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Observation 9de60028-4ccc-45dd-b87b-6c6a1657e116 · outbound

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Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Garipov, P

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:03.877304Z

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Observation f71f5942-ccc1-422d-a1ff-99b3f291801d · outbound

This paper cites an unresolved cited work.

Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T10:13:03.880572Z

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Observation 03277256-1c43-4f53-9b03-15e7d555f09c · outbound

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Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent Gardiner,Stochastic Methods, Vol

Reference 48

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Pith citing papers

Observation e3d00c1f-9d64-44f0-92af-435f2b9d9849 · inbound

On the Superlinear Relationship between SGD Noise Covariance and Loss Landscape Curvature cites this paper.

On the Superlinear Relationship between SGD Noise Covariance and Loss Landscape Curvature Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent

Reference 6

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Observation 1b13fa02-dd80-44dc-a4d8-2f6adb9f8736 · inbound

A Minimal Model of Representation Collapse: Frustration, Stop-Gradient, and Dynamics cites this paper.

A Minimal Model of Representation Collapse: Frustration, Stop-Gradient, and Dynamics Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-19T17:09:50.700251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.