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Paper Citation Record · LEDGER

Langevin dynamics along the zero set of real-analytic potentials

As of 11 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2608.09840.

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

pith.paper-citation-record.v1
2608.09840 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

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measured 46 of 46 standing notices

One-hop event checks from named stored sources.

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Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

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

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

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External citation measurements

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Outbound references

Observation 58ae7447-4c7e-4c09-b216-ae186d045f3a · outbound

This paper cites ockner. Dirichlet forms and generalized S chr\.

Langevin dynamics along the zero set of real-analytic potentials ockner. Dirichlet forms and generalized S chr\

Reference 1

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This paper cites auser Classics. Birkh\.

Langevin dynamics along the zero set of real-analytic potentials auser Classics. Birkh\

Reference 2

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Reference 3

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Reference 4

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Reference 5

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Reference 6

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This paper cites Implicit regularization for deep neural networks driven by an O rnstein-- U hlenbeck like process.

Langevin dynamics along the zero set of real-analytic potentials Implicit regularization for deep neural networks driven by an O rnstein-- U hlenbeck like process

Reference 7

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Observation 9071bcdb-d2b0-4f51-8a3a-91f13e24f445 · outbound

This paper cites Metastability in reversible diffusion processes.

Langevin dynamics along the zero set of real-analytic potentials Metastability in reversible diffusion processes

Reference 8

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Observation 9261afb0-97de-4340-91f9-e0f45add7cb3 · outbound

This paper cites Metastability in reversible diffusion processes.

Langevin dynamics along the zero set of real-analytic potentials Metastability in reversible diffusion processes

Reference 9

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Observation 80239703-c7b0-420d-99d0-92d5c0eda7d9 · outbound

This paper cites Convergence rates of G ibbs measures with degenerate minimum.

Langevin dynamics along the zero set of real-analytic potentials Convergence rates of G ibbs measures with degenerate minimum

Reference 10

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This paper cites Dynamical versus Bayesian Phase Transitions in a Toy Model of Superposition.

Langevin dynamics along the zero set of real-analytic potentials Dynamical versus Bayesian Phase Transitions in a Toy Model of Superposition

Reference 11

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Reference 12

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Observation 0ab38ea7-7047-413c-ad58-bb7ea5622672 · outbound

This paper cites Drusvyatskiy and M.

Langevin dynamics along the zero set of real-analytic potentials Drusvyatskiy and M

Reference 13

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This paper cites Geometric measure theory, volume Band 153 of Die Grundlehren der mathematischen Wissenschaften.

Langevin dynamics along the zero set of real-analytic potentials Geometric measure theory, volume Band 153 of Die Grundlehren der mathematischen Wissenschaften

Reference 14

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Reference 15

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Reference 16

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Observation c7ea62db-054e-4199-b7de-ce7aa57f54af · outbound

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Langevin dynamics along the zero set of real-analytic potentials Freidlin and Alexander D

Reference 17

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Observation 65a0915c-8dc6-4fa5-beec-5177fff0f70e · outbound

This paper cites Dirichlet forms and symmetric M arkov processes , volume 19 of De Gruyter Studies in Mathematics.

Langevin dynamics along the zero set of real-analytic potentials Dirichlet forms and symmetric M arkov processes , volume 19 of De Gruyter Studies in Mathematics

Reference 18

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Observation 973f8e0e-eb44-48c3-b1e5-b52d26b749bd · outbound

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Langevin dynamics along the zero set of real-analytic potentials Estimating the Local Learning Coefficient at Scale

Reference 19

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Reference 20

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Observation 90ae0f72-5351-47b6-9aa3-24ed4c8bd6d7 · outbound

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Langevin dynamics along the zero set of real-analytic potentials On L evi's problem and the imbedding of real-analytic manifolds

Reference 21

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Langevin dynamics along the zero set of real-analytic potentials Heat kernels on weighted manifolds and applications

Reference 22

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Langevin dynamics along the zero set of real-analytic potentials Unresolved cited work

Reference 23

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Langevin dynamics along the zero set of real-analytic potentials HaoChen, Colin Wei, Jason D

Reference 24

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Langevin dynamics along the zero set of real-analytic potentials Resolution of singularities of an algebraic variety over a field of characteristic zero

Reference 25

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Langevin dynamics along the zero set of real-analytic potentials Flat minima

Reference 26

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Langevin dynamics along the zero set of real-analytic potentials Loss landscape degeneracy and stagewise development in transformers

Reference 27

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Langevin dynamics along the zero set of real-analytic potentials Laplace's method revisited: weak convergence of probability measures

Reference 28

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Reference 29

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Langevin dynamics along the zero set of real-analytic potentials Convergence of spectral structures: a functional analytic theory and its applications to spectral geometry

Reference 30

Resolution
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Observation f1c41778-7693-4917-8448-99a6655e7765 · outbound

This paper cites The Local Learning Coefficient: A Singularity-Aware Complexity Measure.

Langevin dynamics along the zero set of real-analytic potentials The Local Learning Coefficient: A Singularity-Aware Complexity Measure

Reference 31

Resolution
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Langevin dynamics along the zero set of real-analytic potentials Unresolved cited work

Reference 32

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Observation 9b6d0b23-6a44-4cd6-b5a8-33afcb916f99 · outbound

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Langevin dynamics along the zero set of real-analytic potentials Stochastic modified equations and adaptive stochastic gradient algorithms

Reference 33

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Observation 3dd63d0d-b7d7-4435-ad9b-b4eb9d40aa35 · outbound

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Langevin dynamics along the zero set of real-analytic potentials What happens after SGD reaches zero loss? -- a mathematical framework

Reference 34

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Observation 4fc382cd-2f8e-4970-a3f2-9ac3e7bf71cb · outbound

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Langevin dynamics along the zero set of real-analytic potentials Algebraic Methods for Evaluating Integrals in B ayesian Statistics

Reference 35

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Observation 30bb37e8-5276-4e20-b968-afe080111b7a · outbound

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Langevin dynamics along the zero set of real-analytic potentials Hoffman, and David M

Reference 36

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Langevin dynamics along the zero set of real-analytic potentials Notes on topological stability

Reference 37

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:47.093088Z digest=sha256:66d675ff94686586b17697c2c0d6b15370737d919cd0f1e2af6d6be9af5084a9

Observation 1202ed6b-6338-4835-996a-8d3e22ff5b99 · outbound

This paper cites Implicit bias of SGD for diagonal linear networks: A provable benefit of stochasticity.

Langevin dynamics along the zero set of real-analytic potentials Implicit bias of SGD for diagonal linear networks: A provable benefit of stochasticity

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.581368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T05:47:47.097899Z digest=sha256:4f5d126e74f2938747ea9e5e167d6d6d13ff1780cc61c753158b8b911de58c19

Observation 58d84a6f-463c-42be-8859-247468bb8b47 · outbound

This paper cites Label noise (stochastic) gradient descent implicitly solves the L asso for quadratic parametrisation.

Langevin dynamics along the zero set of real-analytic potentials Label noise (stochastic) gradient descent implicitly solves the L asso for quadratic parametrisation

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.566726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T05:47:47.102640Z digest=sha256:2984cba079191b1ac6821f51c77c0db389771f2b60a84f8d16e7c61e5aa092a3

Observation cd4eacf7-3e03-4adf-aa3c-51dc71deb0d8 · outbound

This paper cites Geometry of subanalytic and semialgebraic sets, volume 150 of Progress in Mathematics.

Langevin dynamics along the zero set of real-analytic potentials Geometry of subanalytic and semialgebraic sets, volume 150 of Progress in Mathematics

Reference 40

Resolution
verified exact
doi, observed 2026-08-11T05:47:47.194940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T05:47:47.107242Z digest=sha256:0c7716c53413ed2c4d05074dd5ee7bebca5d5a5f31056052e4c4a367aacdf63d

Observation 591f6a17-0cbd-46a8-a7f4-0ff497135a52 · outbound

This paper cites Differentiation and specialization of attention heads via the refined local learning coefficient.

Langevin dynamics along the zero set of real-analytic potentials Differentiation and specialization of attention heads via the refined local learning coefficient

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.551907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T05:47:47.112345Z digest=sha256:d6ca0f9cd907402e39b60e2b522edb592a99cd0cf93af5f21c65c62cdc268ee3

Observation cd192995-9167-4c31-bb44-251591769daa · outbound

This paper cites Algebraic geometry and statistical learning theory, volume 25 of Cambridge Monographs on Applied and Computational Mathematics.

Langevin dynamics along the zero set of real-analytic potentials Algebraic geometry and statistical learning theory, volume 25 of Cambridge Monographs on Applied and Computational Mathematics

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:47.117072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:47.117072Z digest=sha256:1f3bc23cb64535867099457ccd01c1231176f2c7471572191577248c929298dc

Observation 70ffe421-90cb-485e-b22f-a16e48d9c104 · outbound

This paper cites Mathematical theory of B ayesian statistics.

Langevin dynamics along the zero set of real-analytic potentials Mathematical theory of B ayesian statistics

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:47.121788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:47.121788Z digest=sha256:bbaa5641023f91fc8b6ffd30246b2cbb8edf517be04cae540e14f63ebc55dcf3

Observation 10ee4840-a744-433e-b189-ad68a4270287 · outbound

This paper cites Deep learning is singular, and that's good.

Langevin dynamics along the zero set of real-analytic potentials Deep learning is singular, and that's good

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:47.126394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:47.126394Z digest=sha256:e56c42b7e3d1b215619e77c334b7755c3e2f3e317ba8ad96de9a7c4cc41e9751

Observation 023d7720-ff57-4a46-90ec-0d66ddf34716 · outbound

This paper cites Bayesian learning via stochastic gradient langevin dynamics.

Langevin dynamics along the zero set of real-analytic potentials Bayesian learning via stochastic gradient langevin dynamics

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:47.131057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:47.131057Z digest=sha256:d287d8d343d732cfee1c4c9d6ad7b026f20c0dda6df4874da6dd485226a30ebf

Observation e2ee494f-7bd1-4d6d-adc7-f8fe3ed419ba · outbound

This paper cites A diffusion theory for deep learning dynamics: Stochastic gradient descent exponentially favors flat minima.

Langevin dynamics along the zero set of real-analytic potentials A diffusion theory for deep learning dynamics: Stochastic gradient descent exponentially favors flat minima

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.526763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T05:47:47.135672Z digest=sha256:73266a332cb3805b3f4b7c6685feb7d76bfb3d56636c2bb53b7bd483ee68e52a

Pith citing papers

No inbound Pith citation observations are available.