Paper Citation Record · LEDGER

Flat Minima and Generalization: Insights from Stochastic Convex Optimization

As of 22 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 1 inbound Pith citation observation for arXiv:2511.03548.

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

pith.paper-citation-record.v1
2511.03548 v2

Coverage vector

measured 76 of 76 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T23:59:10.570632Z

measured 77 of 77 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-08T15:17:45.094050Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T15:25:03.061267Z

Reference resolution

76 of 76 outbound references displayed

verified exact1
verified fuzzy0
unresolved75
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c7cb9a86-284a-4d5d-bc02-4081f8ff610c · outbound

This paper cites Agarwala and Y.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Agarwala and Y

Reference 1

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

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Observation 9cb9eddf-8466-4c0d-8672-4b770779e3c2 · outbound

This paper cites Andriushchenko and N.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Andriushchenko and N

Reference 3

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Observation 2be5dcb8-2b04-482e-8d8a-ec48081cfe3e · outbound

This paper cites Andriushchenko, D.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Andriushchenko, D

Reference 4

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Observation a57427bb-cdf6-4188-be94-aa8782c5b3e9 · outbound

This paper cites A Modern Look at the Relationship between Sharpness and Generalization.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization A Modern Look at the Relationship between Sharpness and Generalization

Reference 5

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This paper cites Fast Last-Iterate Convergence of SGD in the Smooth Interpolation Regime.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Fast Last-Iterate Convergence of SGD in the Smooth Interpolation Regime

Reference 6

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Observation 254f199b-417e-480c-b230-ae4b0d40ff17 · outbound

This paper cites Sharpness-Aware Minimization Improves Language Model Generalization.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Sharpness-Aware Minimization Improves Language Model Generalization

Reference 7

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Observation f5c3becb-fd55-4754-a47f-528396e346ab · outbound

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

Reference 8

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Observation a6e605ba-363b-48da-bde9-434379cb8381 · outbound

This paper cites On Statistical Properties of Sharpness-Aware Minimization: Provable Guarantees.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization On Statistical Properties of Sharpness-Aware Minimization: Provable Guarantees

Reference 9

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Observation 60ccceb7-d9f0-4027-a74e-ede4e2a7e545 · outbound

This paper cites Blanc, N.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Blanc, N

Reference 10

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Observation 012f9744-5314-4c1f-83f9-0f4899690d57 · outbound

This paper cites Bousquet and A.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Bousquet and A

Reference 11

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Observation bbcd6fa6-6325-48fb-9435-d0133311e743 · outbound

This paper cites The Sample Complexity Of ERMs In Stochastic Convex Optimization.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization The Sample Complexity Of ERMs In Stochastic Convex Optimization

Reference 12

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Observation e0ceef31-6d69-43dc-b878-6967439755f9 · outbound

This paper cites When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations

Reference 13

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

Reference 15

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Observation 4976eec6-9918-42a2-bda0-71c26c698f12 · outbound

This paper cites Damian, T.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Damian, T

Reference 16

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

Reference 17

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

Reference 18

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Observation 933010b5-58eb-4b50-ae4a-4b0499e7c162 · outbound

This paper cites Efficient Sharpness-aware Minimization for Improved Training of Neural Networks.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Efficient Sharpness-aware Minimization for Improved Training of Neural Networks

Reference 19

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

Reference 21

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Observation 027499b2-cc6c-4edb-82ee-db4d84c31118 · outbound

This paper cites Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data

Reference 22

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Evron, R

Reference 23

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

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Observation 5bd237c5-4343-4a04-a257-8fa93dfaf75a · outbound

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Foret, A

Reference 25

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

Reference 26

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Hardt, B

Reference 27

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Hochreiter and J

Reference 28

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Observation cd7b0fb7-63ec-45db-ad6f-f1285629ca3b · outbound

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Jastrzebski, Z

Reference 29

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Jiang and S

Reference 30

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Observation 98e86b73-803d-47c6-a0af-206fc8adb258 · outbound

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Jiang, B

Reference 31

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Kaddour, L

Reference 32

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Stability Analysis of Sharpness-Aware Minimization

Reference 34

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Koren, R

Reference 36

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Lei and Y

Reference 39

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Li and G

Reference 40

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization What Happens after SGD Reaches Zero Loss? --A Mathematical Framework

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization The Sample Complexity of Gradient Descent in Stochastic Convex Optimization

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Ma and L

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization In Search of the Real Inductive Bias: On the Role of Implicit Regularization in Deep Learning

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Neyshabur, S

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Ramasinghe, L

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Schliserman and T

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Schliserman, U

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Shalev-Shwartz, O

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Si and C

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Avoiding spurious sharpness minimization broadens applicability of SAM

Reference 58

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Srebro, K

Reference 59

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Reference 60

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Flat Minima and Generalization: Insights from Stochastic Convex Optimization Tahmasebi, A

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This paper cites Rapid Overfitting of Multi-Pass Stochastic Gradient Descent in Stochastic Convex Optimization.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Rapid Overfitting of Multi-Pass Stochastic Gradient Descent in Stochastic Convex Optimization

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-03T23:59:09.225317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06551c54-5d70-4306-a904-9432b460bcc7 · outbound

This paper cites Wei and T.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Wei and T

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-03T23:59:09.317040Z

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Unavailable: canonical work link unavailable.

Observation 979b0112-78ec-47f9-a442-c42a8e04c5d8 · outbound

This paper cites Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-03T23:59:09.480266Z

Source-reported events for the cited work

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Observation aa9812dd-74e6-4fa6-8d25-c972631348ce · outbound

This paper cites an unresolved cited work.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-03T23:59:09.599266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites How Does Sharpness-Aware Minimization Minimize Sharpness?.

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 e36cffb8-bc8e-4aaa-9343-1261f146f0b8 · outbound

This paper cites an unresolved cited work.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-03T23:59:09.828238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 559e1088-fe25-483e-97ab-4b8e4612dec6 · outbound

This paper cites Wu, S.-T.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Wu, S.-T

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-03T23:59:09.896592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 730074cb-c22c-424b-8deb-018e69db55ab · outbound

This paper cites Wu and W.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Wu and W

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-03T23:59:09.968145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9245be5a-bb9d-4996-ac68-93d388ae0ec2 · outbound

This paper cites an unresolved cited work.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-03T23:59:10.051868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37a7572b-c1d2-4f85-893c-aba785e37b7c · outbound

This paper cites an unresolved cited work.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-03T23:59:10.157393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7067357f-8b5c-43c1-bdc0-0de97944dffe · outbound

This paper cites Zhang, S.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Zhang, S

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-03T23:59:10.266125Z

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Unavailable: canonical work link unavailable.

Observation 15b29d93-be68-4dc5-83b5-3024fa6b4656 · outbound

This paper cites Randomized Sharpness-Aware Training for Boosting Computational Efficiency in Deep Learning.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Randomized Sharpness-Aware Training for Boosting Computational Efficiency in Deep Learning

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-03T23:59:10.367199Z

Source-reported events for the cited work

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Observation d57b01f3-80af-4b32-8b5a-85612783e0b3 · outbound

This paper cites Zheng, R.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Zheng, R

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-03T23:59:10.467886Z

Source-reported events for the cited work

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Observation 4ba20faa-5bda-4304-94fd-eb5b4ea5413d · outbound

This paper cites Zhuang, B.

Flat Minima and Generalization: Insights from Stochastic Convex Optimization Zhuang, B

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-03T23:59:10.570632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 922e4e4e-f08f-4405-8de0-51b532f8b52a · inbound

Leveraging Extragradient for Effective Sharpness-Aware Minimization in Deep Learning cites this paper.

Leveraging Extragradient for Effective Sharpness-Aware Minimization in Deep Learning Flat Minima and Generalization: Insights from Stochastic Convex Optimization

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T15:25:03.062873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.