Pith. sign in

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.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:47:47.135672Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

  • verified exact7
  • verified fuzzy16
  • unresolved23
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:46.921228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:46.921228Z digest=sha256:e5a5ac6e78ecc1a96825b0ffe261ae342ef22987cd6b86ea9e496583ab73b62d

Observation 14302745-78d8-45e9-9a6e-43cb076e5398 · outbound

This paper cites auser Classics. Birkh\.

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

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.852500Z

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=2026-08-11T05:47:46.928352Z digest=sha256:77c0b316267f5fcde525b4cdae04d06162d3cf9a3c04597d6a2a8dbe6228ef9d

Observation bd2da909-c1eb-45f8-b9dd-9725000b9ea7 · outbound

This paper cites an unresolved cited work.

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

Reference 3

Resolution
verified exact
doi, observed 2026-08-11T05:47:47.375617Z

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=2026-08-11T05:47:46.933301Z digest=sha256:787355bdccd8d990410988715a6425b9e168e45d556747aabd9792d009d20e7c

Observation c5922d6b-1886-4870-812b-7e969f66cf6b · outbound

This paper cites an unresolved cited work.

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

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:46.938345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:46.938345Z digest=sha256:4dff07b4bf277b3cfa3efb35a851fad4a9beb95e22da0de84ebd69d09700a5f2

Observation 34e8f262-bd8e-46eb-8cb0-c63620dfae86 · outbound

This paper cites an unresolved cited work.

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

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:47:47.838234Z

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=2026-08-11T05:47:46.943593Z digest=sha256:d2200135d1dd869fe313debbbad7d82006fa0f8e2d4b5729ff0907e1072f23d7

Observation 20c1f8e6-3bec-4a46-86ea-3d990896475a · outbound

This paper cites an unresolved cited work.

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

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:46.948398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:46.948398Z digest=sha256:b99e647591489d8911eb4bf91edc91743f11174a4d0b9be2e2ec5a80a3cd05e5

Observation 842efc2a-bc05-4897-b2cc-207af4b4329d · outbound

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.823227Z

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=2026-08-11T05:47:46.953758Z digest=sha256:042b7e68e6799d396d9844b13ecfeba9485e05a4bb6415526260aae5892d4cdf

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:46.958152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:46.958152Z digest=sha256:71fe76cbf5fb2ab6278609a9e2e9cf06ee817f4f589f4f75c94ec1483a3af5ef

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:46.962635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:46.962635Z digest=sha256:53b6ca5cac772d312f1a824d56e351d4a64acdfe28da8e060fc6e555bfb56702

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

Resolution
verified exact
doi, observed 2026-08-11T05:47:47.322334Z

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=2026-08-11T05:47:46.967276Z digest=sha256:79d217f2e872eb72ba55f9311a8aa73ac6509c4bb1c96755c4aadd6d4fc847b9

Observation 52cf14de-21e7-40af-a713-1a5873401d45 · outbound

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:46.971971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:46.971971Z digest=sha256:caa9d4b4807fcf4c26f3cb7ff99a3bb2a77273324969cf332d1b83e8755fc09c

Observation f9fe397b-368c-4885-9243-43cd0b4b2058 · outbound

This paper cites an unresolved cited work.

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

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:47:47.808293Z

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=2026-08-11T05:47:46.977095Z digest=sha256:711833a5d7b842a92e733fe86a3b8d2494ee0e18e490f037da87d5be378dd903

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

Resolution
verified exact
doi, observed 2026-08-11T05:47:47.306429Z

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=2026-08-11T05:47:46.981392Z digest=sha256:26427d58b162fe57e86dec85a5685b8ae0c45e7d2e5bfbf6dcc1610255e4f5f3

Observation 773c82dc-470b-4957-bf5b-5e74d9845417 · outbound

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.793202Z

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=2026-08-11T05:47:46.985678Z digest=sha256:349242e1ff6470efce08225b810abe7327a39bdad245e172afdaa3c8991088e6

Observation 818469ef-e674-4642-9889-d60722547ea5 · outbound

This paper cites an unresolved cited work.

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

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:47:47.777655Z

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=2026-08-11T05:47:46.990124Z digest=sha256:aa1c05fa590efa0e54051994d276c844f37b93b2938c3fd4221686efb7a040f0

Observation 8b83077d-23b7-4edc-bcb0-09e1752fe39a · outbound

This paper cites an unresolved cited work.

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

Reference 16

Resolution
verified exact
doi, observed 2026-08-11T05:47:47.290990Z

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=2026-08-11T05:47:46.994513Z digest=sha256:58b108f1cc85ecafcbe8a85867053afeb14bc3e262a1dabee81a9a0081707c37

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

This paper cites Freidlin and Alexander D.

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

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.762752Z

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=2026-08-11T05:47:46.999172Z digest=sha256:57cd117259c67ac545e5ce0bae690c85184493c9a0e099a9dee9e4d8f78813b9

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.747641Z

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=2026-08-11T05:47:47.003795Z digest=sha256:492542e0a4c9d77b78c4df8864e83143e0352510673d4356c944f1b443fc3213

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

This paper cites Estimating the Local Learning Coefficient at Scale.

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

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:47.008709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:47.008709Z digest=sha256:452f34149901ef567b0500d021fe44818f55a4ee39c33135fdd14d5cdffc4b88

Observation e2d325fe-f89d-4ea1-8292-e9cd7a8d4315 · outbound

This paper cites an unresolved cited work.

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

Reference 20

Resolution
verified exact
doi, observed 2026-08-11T05:47:47.275017Z

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=2026-08-11T05:47:47.013908Z digest=sha256:e532486acd7a2e137f95c9a0ebf2fd04470f100a0a5f96cb8ec7560979e8a9ea

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

This paper cites On L evi's problem and the imbedding of real-analytic manifolds.

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

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:47.018690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:47.018690Z digest=sha256:36b2a390d43a1d08cdda4f0731b010225a5f66525d603e1bb5d535d01a15546e

Observation 7fa4497d-48b0-4726-974d-728358a43cad · outbound

This paper cites Heat kernels on weighted manifolds and applications.

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

Reference 22

Resolution
verified exact
doi, observed 2026-08-11T05:47:47.250362Z

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=2026-08-11T05:47:47.023403Z digest=sha256:65d1c074184879f9bf605f499e1e74708cf255aa1d2cfd62568f553bf265aee0

Observation de1e115b-07e8-41ae-bb7e-d60805549570 · outbound

This paper cites an unresolved cited work.

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

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:47:47.732119Z

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=2026-08-11T05:47:47.028210Z digest=sha256:2cebdf8c597b149269cd7a836890d0122a93f0c58bd7ec2651ad98d865b8fedf

Observation da1bd7fd-be0b-42b6-93b1-6bc134185661 · outbound

This paper cites HaoChen, Colin Wei, Jason D.

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

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.717184Z

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=2026-08-11T05:47:47.032866Z digest=sha256:3aac6c4491911d4aca6ba554b5fff58d76f3f9b8bd5209cdb20663ff553a806b

Observation 300bf9d4-9dab-4a5f-8e9b-29aa81a7cd17 · outbound

This paper cites Resolution of singularities of an algebraic variety over a field of characteristic zero.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:47.037437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:47.037437Z digest=sha256:c6acf5640489eb835deb577974f92d12f48191ea0e5b02b15cc2af53e1ede6ea

Observation 52402a3d-6a89-4b8e-bffd-8e2d14aa5592 · outbound

This paper cites Flat minima.

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

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:47.042270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:47.042270Z digest=sha256:15abf0a030dd7c5b91da63285fc88e541afca3bb82cefceedc8f1dc58e886281

Observation 2ef601d4-25cf-47d7-8b3f-5a7490fd1561 · outbound

This paper cites Loss landscape degeneracy and stagewise development in transformers.

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

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.702023Z

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=2026-08-11T05:47:47.046900Z digest=sha256:1991168e67ca24b9b225639cd5cf117dc7b384b94eccfdf65b5830819f5444a6

Observation b4d90814-4d28-41e0-ba4b-efaee5244aa2 · outbound

This paper cites Laplace's method revisited: weak convergence of probability measures.

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

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.687190Z

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=2026-08-11T05:47:47.051428Z digest=sha256:3c8ee1874e51c55cad21834d882bd33b11787420687dc6bf9eeb3d6ebc39d107

Observation 320b3158-08f9-49a4-a19e-41b541b5fa61 · outbound

This paper cites an unresolved cited work.

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

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:47:47.672139Z

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=2026-08-11T05:47:47.055845Z digest=sha256:a72b3579de29617719bc24c67cf8138719f4e695c438d6b000722dd706da061b

Observation 44becc5e-fec8-44d1-9e71-51ae388465ec · outbound

This paper cites Convergence of spectral structures: a functional analytic theory and its applications to spectral geometry.

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
unresolved
no resolver link, observed 2026-08-11T05:47:47.060306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:47.060306Z digest=sha256:91296b58db251b44e47903c8efc23b538219ff6c943efc3ffe16b4a50f9f9c85

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
unresolved
no resolver link, observed 2026-08-11T05:47:47.065078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:47.065078Z digest=sha256:45f9a1bc73df98ab8db83db0a9dd8950be107c2589fa2d3bf77ded970a76a637

Observation 2ba877ec-3ecb-4407-b510-9f77f29ecd3a · outbound

This paper cites an unresolved cited work.

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

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:47:47.657791Z

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=2026-08-11T05:47:47.069954Z digest=sha256:0a5783a30f99f7ddfb4b9500ffd1e1c5d7f9b2ed170cce571a762fa214385ed7

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

This paper cites Stochastic modified equations and adaptive stochastic gradient algorithms.

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

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.643077Z

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=2026-08-11T05:47:47.074333Z digest=sha256:bf37fb65ea58cad52ebc75b21e03e8313967ad58c6afbe36fa52bf178c52dd07

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

This paper cites What happens after SGD reaches zero loss? -- a mathematical framework.

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

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.628122Z

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=2026-08-11T05:47:47.079288Z digest=sha256:1dd90a37950f0d713244be3f3b9696a9da785e7d1627f7144867a7d77f2bbefb

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

This paper cites Algebraic Methods for Evaluating Integrals in B ayesian Statistics.

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

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.611336Z

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=2026-08-11T05:47:47.083894Z digest=sha256:7d288787cc1e8c20416e29324bcd94b2a4b5e39096432c906ae7a6490b293364

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

This paper cites Hoffman, and David M.

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

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:47.596268Z

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=2026-08-11T05:47:47.088377Z digest=sha256:6d48aeab80534f66a5c8e26489e9a651b6b573c0928df1ff326c923a00bcb2cf

Observation 7886f790-cf24-4ed1-87fb-bbaaa8538658 · outbound

This paper cites Notes on topological stability.

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

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T05:47:47.093088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:47:47.093088Z digest=sha256:6f2e3777c3cc19bccff0cc44a1e6c24c945213eac87e96248f5bc279c6f2b27c

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=sha256:34dca0e4c1b76b313bec42fe3c305330473f8abbd44ea7dc8d19d23e24b587eb

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:d85582523a6727941f2b7db515fa777caf5449d47a6ed9f3deefe8e0b7e8a9ed

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=sha256:5457045ce7c111442502d97c00037cf41216b4ae39d0d244819f755f07fc83f8

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:e679161289043b53874aa8390ca1508187fff0769df59b05c9fbe6cf9aa8e481

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:bdec1d1aa2cf19dd7e8ede88601f90449c83b9da71fc81853be59fc0493dc6b3

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:e6ca2d363525469d97240f8ad14126a0de54128af494bf19b99e8c8083ff98cb

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=sha256:9e68512437510cabbe407677086daf59ba84df093eb2af866cd46c72832f009a

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:b17db1128c8fe8e6f35c086caada0626e4947201ef5ad0561a76fb7c2b25e9ec

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=sha256:43a24c500954c53c7c9468c12b1a422e52cd6decd8163521ae865263e09ace1f

Pith citing papers

No inbound Pith citation observations are available.