Paper Citation Record · LEDGER

How Does Sharpness-Aware Minimization Minimize Sharpness?

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2211.05729.

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

pith.paper-citation-record.v1
2211.05729 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:26:54.811746Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T15:21:09.229336Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b55009c8-b8da-41df-a1de-08f2bf865600 · inbound

How Far Are We from True Unlearnability? cites this paper.

How Far Are We from True Unlearnability? How Does Sharpness-Aware Minimization Minimize Sharpness?

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T21:26:54.811746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 968a0ace-117d-4787-b73b-aac343f32662 · inbound

Flat Minima and Generalization: Insights from Stochastic Convex Optimization cites this paper.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization How Does Sharpness-Aware Minimization Minimize Sharpness?

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-03T23:59:09.718192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eff45d6-6e4a-4baf-9b69-2a1c869883e8 · inbound

Nexus: Same Pretraining Loss, Better Downstream Generalization via Common Minima cites this paper.

Nexus: Same Pretraining Loss, Better Downstream Generalization via Common Minima How Does Sharpness-Aware Minimization Minimize Sharpness?

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:55:57.264917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8e887716-7283-4555-8433-158348372425 · inbound

There Will Be a Scientific Theory of Deep Learning cites this paper.

There Will Be a Scientific Theory of Deep Learning How Does Sharpness-Aware Minimization Minimize Sharpness?

Reference 118

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:21:09.232999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6711b2c3-6d31-43ac-b185-fc2def835489 · inbound

Flatness and Gradient Alignment Are Both Necessary: Spectral-Aware Gradient-Aligned Exploration for Multi-Distribution Learning cites this paper.

Flatness and Gradient Alignment Are Both Necessary: Spectral-Aware Gradient-Aligned Exploration for Multi-Distribution Learning How Does Sharpness-Aware Minimization Minimize Sharpness?

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T03:20:55.376739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 48d4a8ff-3a39-484e-953a-c0a0cc6b75e5 · inbound

Flatness and Gradient Alignment Are Both Necessary: Spectral-Aware Gradient-Aligned Exploration for Multi-Distribution Learning cites this paper.

Flatness and Gradient Alignment Are Both Necessary: Spectral-Aware Gradient-Aligned Exploration for Multi-Distribution Learning How Does Sharpness-Aware Minimization Minimize Sharpness?

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T14:40:10.130873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23d04e4b-14b7-46c4-872c-92318ec07df3 · inbound

Sharpness-Aware Minimization and Muon: Robustness under the Spectral Norm cites this paper.

Sharpness-Aware Minimization and Muon: Robustness under the Spectral Norm How Does Sharpness-Aware Minimization Minimize Sharpness?

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T00:57:41.279384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.