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Paper Citation Record · LEDGER

Grokking Beyond the Euclidean Norm of Model Parameters

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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:a2021f0534df6951084f3d80ea12543ee03f66643d6e7afaa9b4d437147b0a0d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:21:23.014173Z digest=sha256:25cc1e1190409a121e680770290f1e0d6fdef093dbbdd5ba0ee479dc9acbeede

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:be7d6dc300bca0111f6bed1cf183f461860a87dc97c7f647d9d0b63adc58e8d4

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:a0a4b603d226de417f2b39211a04569dfda43c1d80d0ae3bcf88acb46db0814b

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=sha256:5ded77d3000cb7f3470c449f3a4f5bc62cc2b62ce8985576c6a78659e1df68cc

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=sha256:5958b58ab8b18431320a7546e1635437fd2d7df4c33f17f6be5a5a572ac8dae2

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=sha256:9a506beb76b6d1ed8167fcaf641b59d9fcf86f609b6af5279940c488ded5a691

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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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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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

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

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Grokking Beyond the Euclidean Norm of Model Parameters Unresolved cited work

Reference 25

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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

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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=sha256:00eaa1ec17f8a8c932a63d10688c648d60fa1550d00919d76630d6025157fc00

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=sha256:1bc4f7cd534df897e559a2821b2e16ed76bc3763cc1d2afeb792087c4370d3e1

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-reported events for the cited work

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source=pdf_text observed=2026-08-07T10:21:21.818876Z digest=sha256:c5eff5a0300f55d57675ee0022febdee92b19fecfa77bac785a3c0a3206a9576

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=sha256:753b396f39d1c38d207b15fbad15c325791b55f0b19177f8fd311f3ed0c343ea

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

Resolution
metadata mismatch
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:a43dda4f881239d4da83e61bf7cf7cdef3dbba9e5ad9f2a0d5052dfca52a3303

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=sha256:641ecb92214c993ebe740762cc609b67baa55e5043ab3bfc2fd1b94a13b3c309

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=sha256:237cab7fe492716c3adb6c61e0830e5a5eba46d33072c4aa834292ac55b1c22f

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=sha256:15e16c6992699d387e528a91d958e310f22f0fa7ecc5a45c5d3efb9493772aa0

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:21:21.605878Z digest=sha256:a05a5ee0f43c8096d0d2fd58fe85edf3ab978baf9bf9019266c1976d339fd611

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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