Paper Citation Record · LEDGER

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning

As of 7 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2506.20623.

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

pith.paper-citation-record.v1
2506.20623 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:57:07.270037Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

37 of 37 outbound references displayed

verified exact2
verified fuzzy19
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 535ca075-6b16-4163-b855-b7c1fdce9619 · outbound

This paper cites Alemohammad et al.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Alemohammad et al

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.684510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4dccdeec-5bf9-4925-86bb-d0b9a0428f65 · outbound

This paper cites Bertrand, A.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Bertrand, A

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.675979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b34e15b-28f4-4312-9a24-6154bdffbbd8 · outbound

This paper cites Marchi, S.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Marchi, S

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.667887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3fd5edac-d170-4f60-9e45-3f54e2a515d4 · outbound

This paper cites Shumailov et al.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Shumailov et al

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.659604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 529925ae-1898-4541-8bed-1147a39a71e1 · outbound

This paper cites an unresolved cited work.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:57:07.651341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30100e79-17d3-4daf-a61d-9c70d531b617 · outbound

This paper cites Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:57:07.176261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50d69c16-0aa7-41ab-9319-c296ed03dec9 · outbound

This paper cites Dohmatob, Y.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Dohmatob, Y

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.642776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b8cd262a-2ef9-4d23-92db-1f31b7bc77f5 · outbound

This paper cites an unresolved cited work.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T22:57:07.182766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d551cc3-3d97-40c4-9a23-aa876ffa6622 · outbound

This paper cites Will we run out of data? Limits of LLM scaling based on human-generated data.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Will we run out of data? Limits of LLM scaling based on human-generated data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T22:57:07.185572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f0b53b6-647e-4a01-a7d6-f4d7880515a4 · outbound

This paper cites Thanh-Tung and T.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Thanh-Tung and T

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.634253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4b981af-179e-4759-95e3-afe0be5f5f0e · outbound

This paper cites Biroli, T.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Biroli, T

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.625641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 26882b9a-cee6-491c-94ee-a62393fe77e6 · outbound

This paper cites an unresolved cited work.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:57:07.617322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d684765-276c-404e-8207-f0545067432b · outbound

This paper cites Bikhchandani, D.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Bikhchandani, D

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.609007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 43b63def-a8f3-4f33-b07b-ec8f8b0115b0 · outbound

This paper cites an unresolved cited work.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T22:57:07.200727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f76366da-c570-4380-b0a0-0880097044a7 · outbound

This paper cites Casella and R.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Casella and R

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.595912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 50d8e3e2-adcf-461f-84ee-bb831fbbcf17 · outbound

This paper cites Tibshirani, Journal of the Royal Statistical Society Series B: Statistical Methodology 58, 267 (1996).

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Tibshirani, Journal of the Royal Statistical Society Series B: Statistical Methodology 58, 267 (1996)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.587344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 97692516-d8cd-4991-88f1-3afe181cadd9 · outbound

This paper cites Rold´ anet al.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Rold´ anet al

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.578543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bf720e5d-50c4-4d87-8981-f1ec8310f590 · outbound

This paper cites Feller, An introduction to probability theory and its applications, Vol.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Feller, An introduction to probability theory and its applications, Vol

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.570613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0c198b90-5c6b-4ecc-ac3d-e58a290dee74 · outbound

This paper cites Derrida, Physical Review B 24, 2613 (1981).

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Derrida, Physical Review B 24, 2613 (1981)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.561881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 59a540a8-b56a-49f8-a670-12be232662c1 · outbound

This paper cites an unresolved cited work.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:57:07.554140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 285dadb6-c96a-44d0-a489-33940e007a21 · outbound

This paper cites an unresolved cited work.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:57:07.546258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c0e5ad82-6123-46ce-8de2-d24dcd0f4152 · outbound

This paper cites Amari, Information geometry and its applications volume 194 (Springer, 2016).

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Amari, Information geometry and its applications volume 194 (Springer, 2016)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.538570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9b9c8904-9de9-4520-8219-d5d0cface9ed · outbound

This paper cites an unresolved cited work.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:57:07.530468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e275291c-d07b-440e-9065-c02997a2092c · outbound

This paper cites an unresolved cited work.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:57:07.522823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b45f0701-51e9-433e-9334-f5eff18d710c · outbound

This paper cites Rahaman et al.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Rahaman et al

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.514673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 18f4f88e-7b58-4c0a-b894-bbfb5cbd8a38 · outbound

This paper cites Initial Guessing Bias: How Untrained Networks Favor Some Classes.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Initial Guessing Bias: How Untrained Networks Favor Some Classes

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:57:07.314870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 94ae9c6e-cc65-4ef3-8a46-037281d6a25a · outbound

This paper cites an unresolved cited work.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:57:07.506720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 392d4de6-6248-4306-8c45-7897f0d1249b · outbound

This paper cites Hayase and R.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Hayase and R

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.498946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dee974fa-8f39-4c66-a39a-eca4391c69e1 · outbound

This paper cites Nonparametric Estimation of the Fisher Information and Its Applications.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Nonparametric Estimation of the Fisher Information and Its Applications

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:57:07.302584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0d5445f8-4994-4974-aa67-3ea46e825838 · outbound

This paper cites Watanabe, The Journal of Machine Learning Research 14, 867 (2013).

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Watanabe, The Journal of Machine Learning Research 14, 867 (2013)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.491009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b54377fe-cbe3-48ec-af0e-2f65bdbaa8de · outbound

This paper cites an unresolved cited work.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:57:07.482481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ce93191e-db15-47a1-92e0-0292ce6f0591 · outbound

This paper cites Najar, E.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Najar, E

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.474082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 17100d3c-6aa4-4255-af88-4e374ab80601 · outbound

This paper cites an unresolved cited work.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:57:07.464631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09006b06-4308-4034-aa30-910e4a1ab742 · outbound

This paper cites Boyer, Religion Explained: The Evolutionary Origins of Religious Thought (Basic Books, New York, 2001).

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Boyer, Religion Explained: The Evolutionary Origins of Religious Thought (Basic Books, New York, 2001)

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:07.456175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c1fb65e7-ed8f-49bc-9479-283eeab3ad7c · outbound

This paper cites an unresolved cited work.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:57:07.447506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a77f0b04-6040-4535-af52-08e505be8e6c · outbound

This paper cites an unresolved cited work.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:57:07.438854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0906505f-6600-450e-8b1e-9fb7034c0093 · outbound

This paper cites an unresolved cited work.

Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:57:07.430266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.