Paper Citation Record · LEDGER

Avoiding unsafe sets when training with Langevin Dynamics

As of 21 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2607.07538.

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

pith.paper-citation-record.v1
2607.07538 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:08:40.251549Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

30 of 30 outbound references displayed

verified exact0
verified fuzzy0
unresolved29
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d562121-d63f-4462-831b-b8bbc728e061 · outbound

This paper cites , title =.

Avoiding unsafe sets when training with Langevin Dynamics , title =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:36.892808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83c416d7-2855-4b82-aeb3-a47cce9d6603 · outbound

This paper cites 2014 , isbn =.

Avoiding unsafe sets when training with Langevin Dynamics 2014 , isbn =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:37.028496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2b2a8ed-a8d1-498c-8e66-125e895e31e5 · outbound

This paper cites , title =.

Avoiding unsafe sets when training with Langevin Dynamics , title =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:37.242953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b251c67c-1bbf-4555-8fe4-6ea27b2d3060 · outbound

This paper cites S\'eminaire de Probabilit\'es XIX 1983/84 , editor =.

Avoiding unsafe sets when training with Langevin Dynamics S\'eminaire de Probabilit\'es XIX 1983/84 , editor =

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:37.346047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7e50dc3-af94-4bf2-be46-873bb392788e · outbound

This paper cites and Villani, C\'edric , title =.

Avoiding unsafe sets when training with Langevin Dynamics and Villani, C\'edric , title =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:37.503055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f2a57d7-0e8c-40be-af19-2f402e753a53 · outbound

This paper cites Communications in Partial Differential Equations , volume =.

Avoiding unsafe sets when training with Langevin Dynamics Communications in Partial Differential Equations , volume =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:37.625479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 844b4cbb-30aa-4f89-9cb4-29bf1233948f · outbound

This paper cites Random Structures & Algorithms , volume =.

Avoiding unsafe sets when training with Langevin Dynamics Random Structures & Algorithms , volume =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:37.752485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5a2c47b-90be-4a0d-8676-bb134cc4bdea · outbound

This paper cites Random Structures & Algorithms , volume =.

Avoiding unsafe sets when training with Langevin Dynamics Random Structures & Algorithms , volume =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:37.882693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d88a9a6-d4f1-42c4-b6e2-ac735100cc83 · outbound

This paper cites and Wibisono, Andre , title =.

Avoiding unsafe sets when training with Langevin Dynamics and Wibisono, Andre , title =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:37.995187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e9d1f67-b4e2-4925-a5fc-e69d8e73dbe3 · outbound

This paper cites and Li, Mufan Bill and Shen, Ruoqi and Zhang, Matthew S.

Avoiding unsafe sets when training with Langevin Dynamics and Li, Mufan Bill and Shen, Ruoqi and Zhang, Matthew S

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:38.077265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6ff2384-7ff7-4933-844d-8b17182f59fb · outbound

This paper cites an unresolved cited work.

Avoiding unsafe sets when training with Langevin Dynamics Unresolved cited work

Reference 11

Resolution: parse uncertain; no resolver link, observed 2026-08-02T08:08:38.215569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99aa9f8e-f44d-42bc-89e3-b9f341a0a153 · outbound

This paper cites Proceedings of the 28th International Conference on Machine Learning (ICML 2011) , pages =.

Avoiding unsafe sets when training with Langevin Dynamics Proceedings of the 28th International Conference on Machine Learning (ICML 2011) , pages =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:38.388790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5832e3fb-e020-4776-b37b-78d445faa2a6 · outbound

This paper cites and Blei, David M.

Avoiding unsafe sets when training with Langevin Dynamics and Blei, David M

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:38.479293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a4ec0de-914f-486e-829f-0685096575a9 · outbound

This paper cites Journal of Machine Learning Research , volume =.

Avoiding unsafe sets when training with Langevin Dynamics Journal of Machine Learning Research , volume =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:38.584717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f45a38ac-d938-46dd-b541-3dd631d4c675 · outbound

This paper cites Annals of Mathematical Sciences and Applications , volume =.

Avoiding unsafe sets when training with Langevin Dynamics Annals of Mathematical Sciences and Applications , volume =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:38.700286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97df9130-ded5-4c9c-b0d5-f15309c2518d · outbound

This paper cites Safety from Honesty in a Disinterested.

Avoiding unsafe sets when training with Langevin Dynamics Safety from Honesty in a Disinterested

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:38.850163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa6a1695-2fe7-4667-9683-b7394b42c6b1 · outbound

This paper cites and Hosseinzadeh, Rasa and Zhang, Shunshi , title =.

Avoiding unsafe sets when training with Langevin Dynamics and Hosseinzadeh, Rasa and Zhang, Shunshi , title =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:38.996109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f551f788-5dce-4836-b083-7a3db5c57050 · outbound

This paper cites Proceedings of the 30th Conference on Learning Theory (COLT 2017) , series =.

Avoiding unsafe sets when training with Langevin Dynamics Proceedings of the 30th Conference on Learning Theory (COLT 2017) , series =

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:39.100854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b16bb46-b0ae-407c-aab7-ed01cccee26f · outbound

This paper cites Proceedings of the 30th Conference on Learning Theory (COLT 2017) , series =.

Avoiding unsafe sets when training with Langevin Dynamics Proceedings of the 30th Conference on Learning Theory (COLT 2017) , series =

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:39.175703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dffa6780-16b4-45f2-b32d-5047c380fac3 · outbound

This paper cites The Annals of Probability , volume =.

Avoiding unsafe sets when training with Langevin Dynamics The Annals of Probability , volume =

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:39.256537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 567c8d3b-14f3-4ad9-9cf6-af0ce53d77a5 · outbound

This paper cites Journal of the European Mathematical Society , volume =.

Avoiding unsafe sets when training with Langevin Dynamics Journal of the European Mathematical Society , volume =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:39.339685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04674b62-b639-4f5d-aff7-e7b10ca0ed5e · outbound

This paper cites Journal of the European Mathematical Society , volume =.

Avoiding unsafe sets when training with Langevin Dynamics Journal of the European Mathematical Society , volume =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:39.387420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c1266b9-9301-4eb0-8f30-c31b021f32f7 · outbound

This paper cites , title =.

Avoiding unsafe sets when training with Langevin Dynamics , title =

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:39.553265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00dbc18a-f6d1-42a1-8986-2a694519a8ff · outbound

This paper cites 2019 , eprint =.

Avoiding unsafe sets when training with Langevin Dynamics 2019 , eprint =

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:39.679460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 120dba60-03b8-4c6a-8184-d28a22bf8dd8 · outbound

This paper cites Defining and Characterizing Reward Hacking.

Avoiding unsafe sets when training with Langevin Dynamics Defining and Characterizing Reward Hacking

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:39.765022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ccc6b35-4493-4cfb-ae32-da9827f9ae39 · outbound

This paper cites Implicit Gradient Regularization.

Avoiding unsafe sets when training with Langevin Dynamics Implicit Gradient Regularization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:39.953079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb04adba-cfe3-4a2b-8354-2c56c0b7045b · outbound

This paper cites On the Origin of Implicit Regularization in Stochastic Gradient Descent.

Avoiding unsafe sets when training with Langevin Dynamics On the Origin of Implicit Regularization in Stochastic Gradient Descent

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:40.041993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8a57bbe-c6a0-4d3e-b1a3-c74f46288cc8 · outbound

This paper cites S\'eminaire de Probabilit\'es , volume =.

Avoiding unsafe sets when training with Langevin Dynamics S\'eminaire de Probabilit\'es , volume =

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:40.116610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fd04d1e-bf46-45a1-9e29-f73e7384a07a · outbound

This paper cites Journal of Statistical Physics , volume =.

Avoiding unsafe sets when training with Langevin Dynamics Journal of Statistical Physics , volume =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:40.180112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4d5f858-631e-4938-ae2a-0df0727d6f31 · outbound

This paper cites On Large Batch Training and Sharp Minima: A Fokker-Planck Perspective.

Avoiding unsafe sets when training with Langevin Dynamics On Large Batch Training and Sharp Minima: A Fokker-Planck Perspective

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:40.251549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.