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Paper Citation Record · LEDGER

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima

As of 13 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 0 inbound Pith citation observations for arXiv:2607.08380.

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

pith.paper-citation-record.v1
2607.08380 v1

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T08:24:40.366653Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

69 of 69 outbound references displayed

  • verified exact3
  • verified fuzzy36
  • unresolved29
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c19940a2-ef5b-4bbc-92be-f4fd9b29243d · outbound

This paper cites Second-order regression models exhibit progressive sharpening to the edge of stability.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Second-order regression models exhibit progressive sharpening to the edge of stability

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.152148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 276a2904-6534-4a3b-b0da-b6f20fde5152 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.169084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 27592e6d-64a9-42e1-b947-9cce087fc13b · outbound

This paper cites Allen-Zhu, Y.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Allen-Zhu, Y

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.170688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 65dfee7e-4d2b-4dcc-8b99-4b3177feebc9 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.099647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 24b761de-da74-4c23-a053-f23bd8363f98 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.165653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:fdd80c3fe036bb4838e7089a2234973e11f8d34e081630d8a896d2070f82a31e

Observation 97c93a0f-8ca8-4330-b9eb-b760f3e2a373 · outbound

This paper cites Arora, Z.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Arora, Z

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.183605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 12298b9f-3f14-496d-8002-d2a77c5a152c · outbound

This paper cites Baldomá and E.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Baldomá and E

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.180401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:91117382ffd23a4e9bb84bb8f83e323dd57fe2ca66c472dc2ec88bbd057f4593

Observation a2634bcc-fb88-4087-8f91-dda01cc96956 · outbound

This paper cites Bombari, M.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Bombari, M

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.160864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:1d8764f453e37fbf476e8b3a4ff1e9e91049f6897badd878e259f66be4123143

Observation 0ce432bb-d1ff-4d1c-8d04-b913b9b3123f · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.192068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation b30a8751-4947-41c7-819c-8e3ba7f7b67b · outbound

This paper cites Méthode générale pour la résolution des systèmes d’équations simul- tanées.Comptes Rendus Hebdomadaires des Séances de l’Académie des Sciences, 25:536–538, 1847.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Méthode générale pour la résolution des systèmes d’équations simul- tanées.Comptes Rendus Hebdomadaires des Séances de l’Académie des Sciences, 25:536–538, 1847

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.188745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:c5f956d2a73b34acc3bb258e3f5d46f55ae8239ea45268eafe2c20f7c54ae193

Observation 14588864-5508-470b-942a-9e381b1c2924 · outbound

This paper cites Beyond the Edge of Stability via Two-step Gradient Updates.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Beyond the Edge of Stability via Two-step Gradient Updates

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.182034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:224859b9bedaaa548790fc13e6ba3ca9043f16be856603d1d37acdacbc7370a8

Observation d426cabe-189f-46d1-8d62-a22f5de2e55d · outbound

This paper cites Chizat, E.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Chizat, E

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.210429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:1d1b802c6277303f9faa415a70d725dad92963976c2bee1dc6e5afac05e76d45

Observation 645fc1c0-0d5e-4134-b0e9-b27fd7ae2472 · outbound

This paper cites Cohen, S.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Cohen, S

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.198871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:bf430865a110b52ecd428798f4352890473329917ade3ca9ce9d661593a13811

Observation 40ba38ef-ba63-44d7-88bc-0071cb304db2 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.200512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:ee0958f57165ce6e1c5c17aed606d314d2aa6b1dd8e796bc157dd6669cbacbf3

Observation c0f73b11-392c-4061-a24f-0009d670606f · outbound

This paper cites Damian, E.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Damian, E

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.202116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:3cab0887be550025f5176b64f7d66d3140b6e17d936aef0f128bda34754e3f85

Observation 28687d96-583a-4d97-828f-ab81a36fa4ad · outbound

This paper cites Universal Sharpness Dynamics in Neural Network Training: Fixed Point Analysis, Edge of Stability, and Route to Chaos.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Universal Sharpness Dynamics in Neural Network Training: Fixed Point Analysis, Edge of Stability, and Route to Chaos

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.155667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:80837abfa37410a92319dd2e54c2b1c9a6608eb39a66e8ca90b90ada88b31a03

Observation 887a4c3e-9f7f-4109-97ff-c637015ba66a · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.157513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:e9ff920a99ab619b101e3d68447468943094766cc6359aa4ced60a3fa9e98df7

Observation 309edec5-f337-48a6-9939-01c8c8d006ad · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.172322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:9737c337353033a4ea1e991e30756efd74a03546d6934496a2ba41c147e58e14

Observation 93c68b02-8c82-4f0e-9e2b-929371afa47d · outbound

This paper cites Frobenius.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Frobenius

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.205405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:3df283ebe94fcf395c8d9ef489f22536b4aed84179b43ae0314393a0354e2c0e

Observation c10300a5-10b0-4ab9-b330-0163701eb6f9 · outbound

This paper cites Gérard and H.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Gérard and H

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.148449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:165a9158078e0a34363a9b031755060846cd57d610a484d9df07f866a0628564

Observation a21158be-6e30-4087-9d28-d931c73491fe · outbound

This paper cites Learning dynamics of deep matrix factorization beyond the edge of stability.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Learning dynamics of deep matrix factorization beyond the edge of stability

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.150251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 07440d99-bfda-461f-a470-426200b5dbc5 · outbound

This paper cites Flatness is a False Friend.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Flatness is a False Friend

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-07-10T08:26:58.909534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation c2e30605-6588-489e-9636-2a4dc8d04297 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.101555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:37a230f0f434095020162168a451bdd0df4fa56e21ff5e62c5acb88e70a64def

Observation 738a5cb3-f22d-4c7b-8294-07db57d29f85 · outbound

This paper cites Accelerated Gradient Descent via Long Steps.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Accelerated Gradient Descent via Long Steps

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-07-10T08:26:58.904457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:32298964a003dbd4c23fba16681ade5bc2885c06d41dd4c34b913785248ed32b

Observation 3e386732-8efe-4530-a564-986a428ed9fe · outbound

This paper cites Grimmer, K.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Grimmer, K

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.145132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:64443f071caf3fa0356211ed161a3f8e713f6e67ee066b046607d1465bc104c2

Observation e689ff8a-6d33-409f-a34d-655dc96e4b94 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.141896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:370aab905dc6c728b84e3c7f6e2ee3b501fc79532057edc9f8780b9053526efe

Observation 813a4eac-7e2c-4cff-8966-23073f94c1db · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.143508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:acec84051274b159a00469b8e7d3f7b10baf5d50c4fc1638bda540f921fd1f85

Observation a98ee5d1-f0d6-4cd5-8c2d-035caec40b2a · outbound

This paper cites Hochreiter and J.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Hochreiter and J

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.146798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:ba8c134e10299f342df0f5f282ea3e0e54977dc8fef7a1789cbbf4047d68ec09

Observation b66fd026-42f6-41e7-8694-3c0b1f35de62 · outbound

This paper cites Jacot, F.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Jacot, F

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.128304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:d93744dd7a466e3c22ca8287971ea9e0c4b0b6c847a2c5bc10dcbf9e47419323

Observation e409c13b-3c17-4b55-a2ec-39fc92221f00 · outbound

This paper cites Karimi, J.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Karimi, J

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.140247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 2563109b-ce7d-4398-95cb-44d59ef0e49b · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.106851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation f921eaeb-4278-4ae3-b64d-007ef4c1585d · outbound

This paper cites Gradient descent mono- tonically decreases the sharpness of gradient flow solutions in scalar networks and beyond.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Gradient descent mono- tonically decreases the sharpness of gradient flow solutions in scalar networks and beyond

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.105047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:3d3fb35b54a30bee90021b1d7eb0dd9e1439b3e6fbc066be290e28f426e2f5cc

Observation 82bdc9aa-437e-478c-9b1c-6c6fa5fee842 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.103234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:a9fd8f69e41ba8a112bf460428b46a42d469efcf8edc232eb77e1c98ab5c917f

Observation 53d12a72-20be-4899-929d-d26901d6c95e · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.164050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:d1ff7cbd79080ae2951586af840c457330645493baff30807d1712f1188c46e6

Observation cd5a400c-d12a-464d-8d05-d4cdffcd84d5 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.162494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:bdaf9698f96f8b816bd1c126a374173673fd18f50b2f92666e81ac2689585258

Observation 80875b65-9b09-4ef3-b424-68a7a7abbb14 · outbound

This paper cites Lee and C.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Lee and C

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.137112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:9613c6b406752ac9afa89de5b9cd169d86fe7ec2465806a7f010122352518f2e

Observation 2af9249e-39a5-4a24-a0a1-8de021eed5a4 · outbound

This paper cites A minimalist example of edge-of-stability and progressive sharpening.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima A minimalist example of edge-of-stability and progressive sharpening

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.108778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:b620c40fed78f9069ac6a72f5264a25e9cfe79dbe2b3d33b3181bfcc274c87df

Observation 911c09c7-59e6-4e55-a442-f77b41f8f27f · outbound

This paper cites Centre manifold theorem for maps along manifolds of fixed points.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Centre manifold theorem for maps along manifolds of fixed points

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-07-10T08:26:58.907074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:f46f1c2e2413c50b81e5758d4d0fed2c5b024d072662c67352c8fcd813bfb133

Observation 870f895d-b237-4721-8c5b-70c786f07db5 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.113719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:053bb1f8b47461178423a82386b42010427dfc8c70ba73d1bf79bf3c744136cb

Observation 99da463c-828c-4f12-aa2a-339a64a13b31 · outbound

This paper cites Marion and L.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Marion and L

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.112088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:94e04335b8b267074cce8c221452ad96629b747de83ad71eb3c2d76b20221e34

Observation 49383d92-be3f-441c-b8f6-40086b81e73e · outbound

This paper cites Mengi, E.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Mengi, E

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.135419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:26f1c546e9f2415e3daead6e23f9322aab7a9e6dac38fc7591e24a79841f2d92

Observation 8be84615-fb66-44ba-abd5-61eeade70a03 · outbound

This paper cites Mulayoff and T.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Mulayoff and T

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.110459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:aeeafca09bed7a26dc654746bb159481ac876e509cf6987d609173c5787cad4a

Observation 90637bd5-a92e-43f0-a3d5-4e8fb7478c77 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.138720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:53d152fe791597e110dbb6d18c38abe7c7fdce78068a0a76b3bd5456f91586d0

Observation a397ee00-0d5a-4906-a029-67a67be9dd13 · outbound

This paper cites Nguyen and M.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Nguyen and M

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.177137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:2f826ab9625270b1cb7e21b78cebeb52767a1bd0a3f6c53b6923d65b76a4f202

Observation fd32af7a-b5a1-4255-a2fa-3ce599fb58f1 · outbound

This paper cites Nguyen, M.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Nguyen, M

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.193643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:0fafc04e38067aa656c9a2b37015bb96033480e68c78d476f8c78c924ac7b475

Observation 3be06e63-0c74-4dd8-bfb8-61f720ea3996 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.173896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:09d70f09648879e61ae2e12a2bb8d9fe5545bde6dfe648badbe345cecf408fce

Observation e7b8e7b2-021e-4e16-857e-bd784455a41b · outbound

This paper cites Large Learning Rate Tames Homo- geneity: Convergence and Balancing Effect.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Large Learning Rate Tames Homo- geneity: Convergence and Balancing Effect

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.167433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:d5db279f40333290af8ca252d868db01302f428f8726aaf7d441b6845eb24012

Observation b0d8392c-ba1e-4c7d-8b20-4024b4ac61b3 · outbound

This paper cites Good regularity creates large learning rate implicit biases: edge of stability, balancing, and catapult.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Good regularity creates large learning rate implicit biases: edge of stability, balancing, and catapult

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.130390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:2ff9c18bbfdfae3de2162de2b3ee6a384f45d7c168267052e8e0a91df0ee641b

Observation 7e63a696-4e31-4b42-ad24-8d216f761e63 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.133699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:cba28f1abcdb1aff44b703c8533f437864ab134bfac4c311b9986a9f0638b116

Observation fec9f4d3-e501-45b2-a8fb-5005977d04f6 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.159229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:3b1c0bb68e16da602d980b64aafaf8c43deb87d503ae3faf2564a83d7beec911

Observation 552b38a1-0fbc-4304-a554-7dbb7989310a · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.126627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:c5a91c19f7ebd34f32ce89be0b92e91c30d8345db1968d6dee38136193f66946

Observation 9bbfeeea-b4bd-4af6-a632-3a5551910cb3 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.178854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:b47dd68fed22ce0c4e3718297b1bd06431189e39393b6943355aa992a8cab396

Observation 6ab7f1c3-0f99-4363-bdf1-bbe768f48233 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.153868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:921316eb216808fd758c9dd0433e9155a2283aefd7bffb9dae661df0c8598407

Observation 2b01d1b9-9d99-4dd4-97f3-8cf1e407fa1e · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.132088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:b883f73ce86a45c50cd649398ce2138da7ae5f74d8d8f2ca36b0a48b82fcaef3

Observation 34d840ea-77dc-43a8-b5de-668ed0d12d42 · outbound

This paper cites and Song, M.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima and Song, M

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.208803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:92b11824b4240a9c6fb1ddc567cbf69cf177426e6c65b29a17a54d22f2dda18f

Observation bda1ba82-714a-49e7-96df-a358776f939d · outbound

This paper cites Yoshino and A.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Yoshino and A

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.125002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:7a3d3c37d9e1035275989d03a2ae1d9f83ec6cc4213f7d43940e9db8bd4dc21b

Observation 3610b8bb-490d-43be-b2e8-ce9dee46de1b · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.175468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:63d36bce68ef9c882b45b0dbf21e2bfa60ae24f6913cbd289c7dbbaeba5f3f67

Observation e8627a9d-b0f4-411e-be26-516745911b70 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.186828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:e89a0d3d78b52430e56da2e895b0147d67274fd51d98d697f5125622d464bea1

Observation 82ca52a0-05c0-4f1e-b4af-1d94568ed598 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.123059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:b1ff1763411fc609b71455e5030ef8552a91d279da7384280ec1764bd8f317aa

Observation b1ebb703-94a3-4860-918b-d0bfbaac1833 · outbound

This paper cites regular singular.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima regular singular

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.190463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:9afca949d24d19c1b51e4ffb5ed9991e3f6978a3572dd02f64407c8f77bb15a0

Observation 2d59cea5-9e84-4dc0-ad37-6b5588dbbb76 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.185240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:16356b19219b25e75a693f366cfb52ed316b490b16f6bca4ca05ae7a5fd25864

Observation 8ea0f69b-5c62-4369-ad07-c60d7e0b8e96 · outbound

This paper cites Then for any ρ >0 sufficiently small, the set Vρ,∆ as defined in the statement is contained inV ′, hence in V , and satisfies β|Vρ,∆ ≤ −∆.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Then for any ρ >0 sufficiently small, the set Vρ,∆ as defined in the statement is contained inV ′, hence in V , and satisfies β|Vρ,∆ ≤ −∆

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.121271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:758b55db77593a6f6c1ddf0ac7632924f59d1664c3f6b08149918d8b8f549264

Observation 64a40126-e3d5-486d-a800-3795ed604fdc · outbound

This paper cites Finally, we assume that for any ¯z∈Rdz and any sufficiently small ρ >0 , there is an open neighbourhood Vρ of(¯z,0,0,0)of diameter at mostρwhich is invariant underT.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Finally, we assume that for any ¯z∈Rdz and any sufficiently small ρ >0 , there is an open neighbourhood Vρ of(¯z,0,0,0)of diameter at mostρwhich is invariant underT

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.195426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:016d6cec1944c3fa1f25bb97b6545dcebb9e167370858a8d2888448df7d52d99

Observation a0e9b2ae-ed5c-44cc-a701-8f81500049b8 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.203702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:b9b6975ae3d9f120a00526896a569119c2e1c69e9669143fe337bd981e29ecd1

Observation 53adc267-c658-40c3-888f-cdde8a5c3343 · outbound

This paper cites weak contraction.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima weak contraction

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.119170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:1e42d046817881d1f6ce00db18ca7f0c4e15794f1a37b53b863a044c41a10164

Observation 7a094dfb-2ac6-4a7a-ae24-43c8743de3ed · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 66

Resolution
malformed identifier
raw_fallback, observed 2026-07-10T08:26:59.207115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:ab566a87f573b983df73056b463cd58547c9662ba9d339e38c00952b959c9ef0

Observation a1171aba-8397-4fdc-af94-b577d6dccda9 · outbound

This paper cites Thus |Φ◦T u,y1(u, y1)| ≤ |Φ(u, y 1)|(1−2cy 2 1).(249) We now turn to lower-boundingT u(u, y1)/∥u∥.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Thus |Φ◦T u,y1(u, y1)| ≤ |Φ(u, y 1)|(1−2cy 2 1).(249) We now turn to lower-boundingT u(u, y1)/∥u∥

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.197184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:f831035b3a9cae43f84eef702e8e2516f01673bd474dc99a9bf16601905cfe72

Observation 158df063-07df-443b-bf58-cbd9e7997d31 · outbound

This paper cites Consider the ratio q:=y 1/∥u∥.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Consider the ratio q:=y 1/∥u∥

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:26:59.115438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:8b0ca63fff8f52ad936fe8d4f84debd0379bfb1c7e85fb2d91175fe1efe15ca6

Observation d7600431-fc0a-4d7e-b2e5-179dc69a63c5 · outbound

This paper cites an unresolved cited work.

Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-07-10T08:26:59.117417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-10T08:24:40.366653Z digest=sha256:345a633fb2d1d90b2998dfd1700dc437947126cafd447ced5aa4433c430b298c

Pith citing papers

No inbound Pith citation observations are available.