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Paper Citation Record · LEDGER

Grokking Beyond the Euclidean Norm of Model Parameters

As of 22 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2506.05718.

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

pith.paper-citation-record.v1
2506.05718 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:21:24.036574Z

measured 32 of 32 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 2026-06-27T00:44:38.335028Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T21:18:58.709358Z

Reference resolution

31 of 31 outbound references displayed

  • verified exact0
  • verified fuzzy13
  • unresolved15
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3103a508-dbdb-4db0-a7bd-7c9c9aef1749 · outbound

This paper cites We also have ∥zy∥2 ≤ L since L = supy′∈B(x,r) supz∈∂h(y′) ∥z∥2.

Grokking Beyond the Euclidean Norm of Model Parameters We also have ∥zy∥2 ≤ L since L = supy′∈B(x,r) supz∈∂h(y′) ∥z∥2

Reference 1

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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.

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Observation 0e0bc94f-9178-4551-a50a-9b9e11bde47d · outbound

This paper cites Then, for any η >0, mint1≤t≤t2 f (x(t)) − f ∗ ≤ (η+Cαβ )β 2 if and only if t2 ≥ t1 + R2 αβη.

Grokking Beyond the Euclidean Norm of Model Parameters Then, for any η >0, mint1≤t≤t2 f (x(t)) − f ∗ ≤ (η+Cαβ )β 2 if and only if t2 ≥ t1 + R2 αβη

Reference 2

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source=pdf_text observed=2026-08-07T10:21:22.198133Z digest=sha256:b644c63a155913fbc8d08ccbbd8bac809ad523974aac0830f2c2d7b6ff472d94

Observation 153ad6b5-7b97-4327-bf5c-171ccc403644 · outbound

This paper cites an unresolved cited work.

Grokking Beyond the Euclidean Norm of Model Parameters Unresolved cited work

Reference 3

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

source=pdf_text observed=2026-08-07T10:21:23.014173Z digest=sha256:896d727ace043276a5a235319726ee460ecb1b44f4664a267a378806ab387269

Observation e4fe17ae-bf06-4851-b425-f55a2ea9bc7f · outbound

This paper cites Unveiling the Dynamics of Information Interplay in Supervised Learning.

Grokking Beyond the Euclidean Norm of Model Parameters Unveiling the Dynamics of Information Interplay in Supervised Learning

Reference 6

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local_arxiv, observed 2026-08-07T10:21:24.310078Z

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source=pdf_text observed=2026-08-07T10:21:21.887171Z digest=sha256:ef5073acdd834934a6d4493459ab3bed264dc77b942d68b1c17287624dfd0269

Observation 9b00abb7-2d86-408e-9aa1-55ec7455b83d · outbound

This paper cites Explaining grokking through circuit efficiency.

Grokking Beyond the Euclidean Norm of Model Parameters Explaining grokking through circuit efficiency

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:21:21.958566Z digest=sha256:49a82a96561576a249d168534d6b45ac75f1f745cb33fbdb6f1656127fc28b0a

Observation bf5bf52f-3cc3-4bca-b796-dbe505fab23b · outbound

This paper cites Then for all 0 ≤ j ≤ k − 1, |Rj| ≤ ϵα∥∇g(x(j))∥2 2 if α ≤ 2(ϵ − γ)/L2p (ϵ + γ)α∥∇g(x(j))∥2 2 if α ≤ 2ϵ/L2p (37) Proof.

Grokking Beyond the Euclidean Norm of Model Parameters Then for all 0 ≤ j ≤ k − 1, |Rj| ≤ ϵα∥∇g(x(j))∥2 2 if α ≤ 2(ϵ − γ)/L2p (ϵ + γ)α∥∇g(x(j))∥2 2 if α ≤ 2ϵ/L2p (37) Proof

Reference 11

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source=pdf_text observed=2026-08-07T10:21:22.266220Z digest=sha256:8f67707c1877d0bc97f23407c5a00afd5c97e101ba221c2b8b630cb16629fcde

Observation 0a368504-1029-4fda-a8d8-4d47a5dfc45c · outbound

This paper cites So ∥∇f (y)∥2 2 f (y) ≥ β ∥zy∥2 2 h(y) ≥ βχ(h, x, r′).

Grokking Beyond the Euclidean Norm of Model Parameters So ∥∇f (y)∥2 2 f (y) ≥ β ∥zy∥2 2 h(y) ≥ βχ(h, x, r′)

Reference 13

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source=pdf_text observed=2026-08-07T10:21:22.440325Z digest=sha256:e10925f449f71afa323306262e145e2d1a15cec60f8458ca93a1a0e1019f4999

Observation 498ac956-50b8-46a1-b6e8-72c91c9f1d19 · outbound

This paper cites Theorem C.29.

Grokking Beyond the Euclidean Norm of Model Parameters Theorem C.29

Reference 14

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source=pdf_text observed=2026-08-07T10:21:22.534869Z digest=sha256:da79dd59d40c593a5e22c7bff79e548ff0f8d2c16ee24bc7cda1c328a873990a

Observation 4e036362-f0e9-4a41-80b3-f611e7f9b69c · outbound

This paper cites g(ˆa) − 1 2 ∥ξ∥2 2 = − 1 2 ξ⊤UU⊤ξ = − 1 2 ∥U⊤ξ∥2.

Grokking Beyond the Euclidean Norm of Model Parameters g(ˆa) − 1 2 ∥ξ∥2 2 = − 1 2 ξ⊤UU⊤ξ = − 1 2 ∥U⊤ξ∥2

Reference 15

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Observation 7da838f3-7b67-4e47-b9a4-2819edacee8c · outbound

This paper cites In particular, if a∗ has a nonzero component orthogonal to the column space Col(V) of V, then ˆa cannot perfectly generalize.

Grokking Beyond the Euclidean Norm of Model Parameters In particular, if a∗ has a nonzero component orthogonal to the column space Col(V) of V, then ˆa cannot perfectly generalize

Reference 16

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source=pdf_text observed=2026-08-07T10:21:22.704541Z digest=sha256:7e59020d7dca8a91aa002fca21a7f3c039258f77964b5ae854580530bc73b371

Observation 3dc9044d-d0cc-4532-aa37-701739a29a8b · outbound

This paper cites an unresolved cited work.

Grokking Beyond the Euclidean Norm of Model Parameters Unresolved cited work

Reference 17

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Observation 925820de-3188-40ba-b3ad-36cc942b6d9f · outbound

This paper cites 37 Grokking Beyond the Euclidean Norm of Model Parameters.

Grokking Beyond the Euclidean Norm of Model Parameters 37 Grokking Beyond the Euclidean Norm of Model Parameters

Reference 18

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source=pdf_text observed=2026-08-07T10:21:22.820797Z digest=sha256:2a2f1224847731e4f3ee5600fe59fae65b95ce9d3f4ad1c7fc1779a5e7d21604

Observation 02d55c49-813e-49fd-8fd0-c682cf0d94b2 · outbound

This paper cites an unresolved cited work.

Grokking Beyond the Euclidean Norm of Model Parameters Unresolved cited work

Reference 19

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Observation 31fd6f2e-7b20-4f97-be7f-6bc57b602da1 · outbound

This paper cites an unresolved cited work.

Grokking Beyond the Euclidean Norm of Model Parameters Unresolved cited work

Reference 21

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Observation 411c64f6-dd1a-425f-b558-30c86ab76f5d · outbound

This paper cites an unresolved cited work.

Grokking Beyond the Euclidean Norm of Model Parameters Unresolved cited work

Reference 22

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Observation f86d3e39-1a9a-4684-811c-db0abfffc172 · outbound

This paper cites an unresolved cited work.

Grokking Beyond the Euclidean Norm of Model Parameters Unresolved cited work

Reference 23

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source=pdf_text observed=2026-08-07T10:21:23.281322Z digest=sha256:e678acc62654a5c50391817ef9104f6068b82dbaa020864b25cb54a7b9653072

Observation 6d1087d9-4fd0-4541-ac06-30757f4d1337 · outbound

This paper cites Suppose we start at some A(1).

Grokking Beyond the Euclidean Norm of Model Parameters Suppose we start at some A(1)

Reference 24

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source=pdf_text observed=2026-08-07T10:21:23.377407Z digest=sha256:c2ad244bbbc632b1729ee72e575b4d98deaa6d7a56d6f716ad57fbf7bcac0727

Observation 90f94905-5f46-48d7-a297-332ff8156b29 · outbound

This paper cites an unresolved cited work.

Grokking Beyond the Euclidean Norm of Model Parameters Unresolved cited work

Reference 25

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source=pdf_text observed=2026-08-07T10:21:23.462792Z digest=sha256:7f8142bf460f2adab0a784155623f3b0e9791886bc9b0927fc86eb7aad0d8ede

Observation 175b2601-89b9-49b3-9d87-60f6379bc876 · outbound

This paper cites an unresolved cited work.

Grokking Beyond the Euclidean Norm of Model Parameters Unresolved cited work

Reference 26

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Observation 357a8c2d-12d7-4327-beab-aa81b8f57fc5 · outbound

This paper cites , σ(1) r1 the singular values of A(1).

Grokking Beyond the Euclidean Norm of Model Parameters , σ(1) r1 the singular values of A(1)

Reference 27

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Observation 5a5e7180-d237-497b-917f-7f27c3bf3e0a · outbound

This paper cites an unresolved cited work.

Grokking Beyond the Euclidean Norm of Model Parameters Unresolved cited work

Reference 28

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Observation 81956f5d-0ac3-477e-8f67-4bd5099b8980 · outbound

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Grokking Beyond the Euclidean Norm of Model Parameters Unresolved cited work

Reference 29

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Observation 5e98e864-dade-4351-88bd-609a26eadeb5 · outbound

This paper cites grokking without understanding.

Grokking Beyond the Euclidean Norm of Model Parameters grokking without understanding

Reference 30

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source=pdf_text observed=2026-08-07T10:21:23.946962Z digest=sha256:9f4df47057ab79fa5986200d5159d87cfd1a4173de74b20a72692cd41080c99e

Observation 9631bca6-19d9-4bab-a3ad-e5d1b25dabb2 · outbound

This paper cites grokking without understanding.

Grokking Beyond the Euclidean Norm of Model Parameters grokking without understanding

Reference 31

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source=pdf_text observed=2026-08-07T10:21:24.036574Z digest=sha256:5497950c1d1ef467fb024545ea158dc23c9611fd996c312e945c6131a8e92785

Observation 2beae235-c702-4dc8-891b-30037aa78462 · outbound

This paper cites Implicit Regularization in Deep Learning May Not Be Explainable by Norms.

Grokking Beyond the Euclidean Norm of Model Parameters Implicit Regularization in Deep Learning May Not Be Explainable by Norms

Reference 45

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source=pdf_text observed=2026-08-07T10:21:21.818876Z digest=sha256:e3c26c23c366df77c8f18dfd7134a102aa0254f9f8f2f3c47b36ebc39a5e77c5

Observation d8d8cb86-4c54-4f7b-bf81-9f00d07ac523 · outbound

This paper cites Predicting Grokking Long Before it Happens: A look into the loss landscape of models which grok.

Grokking Beyond the Euclidean Norm of Model Parameters Predicting Grokking Long Before it Happens: A look into the loss landscape of models which grok

Reference 1995

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source=pdf_text observed=2026-08-07T10:21:21.670705Z digest=sha256:7d8a3719a30d95529887b4e4171ed540a09674ce9bd1b15f50da511db4e91563

Observation c9a086b1-a6a4-4aeb-ae0a-47690f3046d7 · outbound

This paper cites Acceleration of Grokking in Learning Arithmetic Operations via Kolmogorov-Arnold Representation.

Grokking Beyond the Euclidean Norm of Model Parameters Acceleration of Grokking in Learning Arithmetic Operations via Kolmogorov-Arnold Representation

Reference 1996

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local_arxiv, observed 2026-08-07T10:21:24.523815Z

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source=pdf_text observed=2026-08-07T10:21:21.743355Z digest=sha256:765ddbcd955a31b5396f3a5e90a259e4cae4ccd8ee566f918f5d364b1b487689

Observation 8841bc3c-fde8-48e9-be26-f53b641ce56c · outbound

This paper cites memorization.

Grokking Beyond the Euclidean Norm of Model Parameters memorization

Reference 2022

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source=pdf_text observed=2026-08-07T10:21:22.043990Z digest=sha256:2411e484b472635d470022fe143ce1ac53e83e7d1a1bcf3bb8834b9d446ff655

Observation 7d709419-1fd9-4519-8a5a-743d13f3c1c7 · outbound

This paper cites incoherent.

Grokking Beyond the Euclidean Norm of Model Parameters incoherent

Reference 2025

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raw_fallback, observed 2026-08-07T10:21:28.457035Z

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source=pdf_text observed=2026-08-07T10:21:22.105676Z digest=sha256:34eeec5baa0543075dad378e862b60c1020a071c47bec638442afe6d6a014b27

Observation 2d3f2e16-1cf3-4a30-93ff-d7499f7080c1 · outbound

This paper cites Progress Measures for Grokking on Real-world Tasks.

Grokking Beyond the Euclidean Norm of Model Parameters Progress Measures for Grokking on Real-world Tasks

Reference 5468

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:21:21.569536Z digest=sha256:a1a221b16736c236df8ea8e408598d6ddbe8737a56858ebd41f448146d87a9a9

Observation 68e6b1b3-ef9c-47e0-8735-5024d86f1f3c · outbound

This paper cites Dichotomy of Early and Late Phase Implicit Biases Can Provably Induce Grokking.

Grokking Beyond the Euclidean Norm of Model Parameters Dichotomy of Early and Late Phase Implicit Biases Can Provably Induce Grokking

Reference 7200

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source=pdf_text observed=2026-08-07T10:21:21.605878Z digest=sha256:29340e34e9583096681b6eb50ac520bd90abc83dfa3c6467561974536eb22fa1

Pith citing papers

Observation deb56c7f-9d17-4841-b950-c1bfaba0e966 · inbound

What Does the Weight Norm Control in Grokking? Logit-Scale Mediation under Cross-Entropy cites this paper.

What Does the Weight Norm Control in Grokking? Logit-Scale Mediation under Cross-Entropy Grokking Beyond the Euclidean Norm of Model Parameters

Reference 11

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arxiv_id, observed 2026-07-03T21:18:58.711256Z

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