Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-10T08:24:40.366653Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-10T08:24:40.366653Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
69 of 69 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c19940a2-ef5b-4bbc-92be-f4fd9b29243d · outbound
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
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.
Observation 276a2904-6534-4a3b-b0da-b6f20fde5152 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 2
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.
Observation 27592e6d-64a9-42e1-b947-9cce087fc13b · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Allen-Zhu, Y
Reference 3
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.
Observation 65dfee7e-4d2b-4dcc-8b99-4b3177feebc9 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 4
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.
Observation 24b761de-da74-4c23-a053-f23bd8363f98 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 5
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.
Observation 97c93a0f-8ca8-4330-b9eb-b760f3e2a373 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Arora, Z
Reference 6
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.
Observation 12298b9f-3f14-496d-8002-d2a77c5a152c · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Baldomá and E
Reference 7
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.
Observation a2634bcc-fb88-4087-8f91-dda01cc96956 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Bombari, M
Reference 8
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.
Observation 0ce432bb-d1ff-4d1c-8d04-b913b9b3123f · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 9
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.
Observation b30a8751-4947-41c7-819c-8e3ba7f7b67b · outbound
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
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.
Observation 14588864-5508-470b-942a-9e381b1c2924 · outbound
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
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.
Observation d426cabe-189f-46d1-8d62-a22f5de2e55d · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Chizat, E
Reference 12
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.
Observation 645fc1c0-0d5e-4134-b0e9-b27fd7ae2472 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Cohen, S
Reference 13
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.
Observation 40ba38ef-ba63-44d7-88bc-0071cb304db2 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 14
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.
Observation c0f73b11-392c-4061-a24f-0009d670606f · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Damian, E
Reference 15
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.
Observation 28687d96-583a-4d97-828f-ab81a36fa4ad · outbound
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
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.
Observation 887a4c3e-9f7f-4109-97ff-c637015ba66a · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 17
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.
Observation 309edec5-f337-48a6-9939-01c8c8d006ad · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 18
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.
Observation 93c68b02-8c82-4f0e-9e2b-929371afa47d · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Frobenius
Reference 19
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.
Observation c10300a5-10b0-4ab9-b330-0163701eb6f9 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Gérard and H
Reference 20
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.
Observation a21158be-6e30-4087-9d28-d931c73491fe · outbound
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
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.
Observation 07440d99-bfda-461f-a470-426200b5dbc5 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Flatness is a False Friend
Reference 22
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.
Observation c2e30605-6588-489e-9636-2a4dc8d04297 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 23
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.
Observation 738a5cb3-f22d-4c7b-8294-07db57d29f85 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Accelerated Gradient Descent via Long Steps
Reference 24
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.
Observation 3e386732-8efe-4530-a564-986a428ed9fe · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Grimmer, K
Reference 25
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.
Observation e689ff8a-6d33-409f-a34d-655dc96e4b94 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 26
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.
Observation 813a4eac-7e2c-4cff-8966-23073f94c1db · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 27
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.
Observation a98ee5d1-f0d6-4cd5-8c2d-035caec40b2a · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Hochreiter and J
Reference 28
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.
Observation b66fd026-42f6-41e7-8694-3c0b1f35de62 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Jacot, F
Reference 29
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.
Observation e409c13b-3c17-4b55-a2ec-39fc92221f00 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Karimi, J
Reference 30
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.
Observation 2563109b-ce7d-4398-95cb-44d59ef0e49b · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 31
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.
Observation f921eaeb-4278-4ae3-b64d-007ef4c1585d · outbound
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
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.
Observation 82bdc9aa-437e-478c-9b1c-6c6fa5fee842 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 33
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.
Observation 53d12a72-20be-4899-929d-d26901d6c95e · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 34
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.
Observation cd5a400c-d12a-464d-8d05-d4cdffcd84d5 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 35
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.
Observation 80875b65-9b09-4ef3-b424-68a7a7abbb14 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Lee and C
Reference 36
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.
Observation 2af9249e-39a5-4a24-a0a1-8de021eed5a4 · outbound
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
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.
Observation 911c09c7-59e6-4e55-a442-f77b41f8f27f · outbound
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
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.
Observation 870f895d-b237-4721-8c5b-70c786f07db5 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 39
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.
Observation 99da463c-828c-4f12-aa2a-339a64a13b31 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Marion and L
Reference 40
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.
Observation 49383d92-be3f-441c-b8f6-40086b81e73e · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Mengi, E
Reference 41
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.
Observation 8be84615-fb66-44ba-abd5-61eeade70a03 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Mulayoff and T
Reference 42
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.
Observation 90637bd5-a92e-43f0-a3d5-4e8fb7478c77 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 43
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.
Observation a397ee00-0d5a-4906-a029-67a67be9dd13 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Nguyen and M
Reference 44
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.
Observation fd32af7a-b5a1-4255-a2fa-3ce599fb58f1 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Nguyen, M
Reference 45
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.
Observation 3be06e63-0c74-4dd8-bfb8-61f720ea3996 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 46
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.
Observation e7b8e7b2-021e-4e16-857e-bd784455a41b · outbound
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
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.
Observation b0d8392c-ba1e-4c7d-8b20-4024b4ac61b3 · outbound
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
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.
Observation 7e63a696-4e31-4b42-ad24-8d216f761e63 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 49
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.
Observation fec9f4d3-e501-45b2-a8fb-5005977d04f6 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 50
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.
Observation 552b38a1-0fbc-4304-a554-7dbb7989310a · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 51
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.
Observation 9bbfeeea-b4bd-4af6-a632-3a5551910cb3 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 52
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.
Observation 6ab7f1c3-0f99-4363-bdf1-bbe768f48233 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 53
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.
Observation 2b01d1b9-9d99-4dd4-97f3-8cf1e407fa1e · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 54
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.
Observation 34d840ea-77dc-43a8-b5de-668ed0d12d42 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima and Song, M
Reference 55
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.
Observation bda1ba82-714a-49e7-96df-a358776f939d · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Yoshino and A
Reference 56
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.
Observation 3610b8bb-490d-43be-b2e8-ce9dee46de1b · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 57
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.
Observation e8627a9d-b0f4-411e-be26-516745911b70 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 58
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.
Observation 82ca52a0-05c0-4f1e-b4af-1d94568ed598 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 59
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.
Observation b1ebb703-94a3-4860-918b-d0bfbaac1833 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima regular singular
Reference 60
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.
Observation 2d59cea5-9e84-4dc0-ad37-6b5588dbbb76 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 61
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.
Observation 8ea0f69b-5c62-4369-ad07-c60d7e0b8e96 · outbound
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
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.
Observation 64a40126-e3d5-486d-a800-3795ed604fdc · outbound
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
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.
Observation a0e9b2ae-ed5c-44cc-a701-8f81500049b8 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 64
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.
Observation 53adc267-c658-40c3-888f-cdde8a5c3343 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima weak contraction
Reference 65
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.
Observation 7a094dfb-2ac6-4a7a-ae24-43c8743de3ed · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 66
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.
Observation a1171aba-8397-4fdc-af94-b577d6dccda9 · outbound
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
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.
Observation 158df063-07df-443b-bf58-cbd9e7997d31 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Consider the ratio q:=y 1/∥u∥
Reference 68
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.
Observation d7600431-fc0a-4d7e-b2e5-179dc69a63c5 · outbound
Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima Unresolved cited work
Reference 69
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.
No inbound Pith citation observations are available.