Paper Citation Record · LEDGER

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN)

As of 22 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2412.17069.

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

pith.paper-citation-record.v1
2412.17069 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:52:06.664013Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

29 of 29 outbound references displayed

verified exact1
verified fuzzy17
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 80fe5b3d-c55e-4a44-905f-fdfe2ad1bec5 · outbound

This paper cites Batch Active Learning at Scale.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Batch Active Learning at Scale

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-11T05:52:06.746935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6b406c43-b7a7-4d70-ad04-dc07236d1a94 · outbound

This paper cites Bachem, M.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Bachem, M

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.991094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c6b9c357-a505-47fd-8c6d-a32bf1a0560f · outbound

This paper cites an unresolved cited work.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:52:06.980824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4e9f3178-8195-45af-a500-ef81b269397e · outbound

This paper cites Bottou, Large-Scale Machine Learning with Stochas- tic Gradient Descent.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Bottou, Large-Scale Machine Learning with Stochas- tic Gradient Descent

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.970198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 881e18e9-8fec-46e3-866d-30b8cb07a348 · outbound

This paper cites The Effects of Data Quality on Machine Learning Performance on Tabular Data.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) The Effects of Data Quality on Machine Learning Performance on Tabular Data

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T05:52:06.575514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1e97c6a-8377-4e0c-a537-8b15849a68a2 · outbound

This paper cites an unresolved cited work.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:52:06.959727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ccf231b6-c53d-4c04-a8b6-545ed30ae387 · outbound

This paper cites Selection via Proxy: Efficient Data Selection for Deep Learning.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Selection via Proxy: Efficient Data Selection for Deep Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T05:52:06.583383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b78b573e-a048-44a4-8a09-125d5211fab1 · outbound

This paper cites Data curation via joint example selection further accelerates multimodal learning.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Data curation via joint example selection further accelerates multimodal learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T05:52:06.587739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be7fd91c-f2d4-40cc-9491-3b260a6714c0 · outbound

This paper cites Fiedler, Algebraic connectivity of graphs.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Fiedler, Algebraic connectivity of graphs

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.949067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 50a40824-d35d-4d0f-87ee-bd3420c9a9f8 · outbound

This paper cites Goodfellow, Y.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Goodfellow, Y

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.938564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c0a88816-e1a8-44d2-83da-97c8d2e456ef · outbound

This paper cites Guyon and A.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Guyon and A

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.927893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 858bd491-895c-41be-a984-5c38ede5a97e · outbound

This paper cites an unresolved cited work.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:52:06.916425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bf58fcbe-4106-4e1d-8551-b8d6a5d69659 · outbound

This paper cites Some Improvements on Deep Convolutional Neural Network Based Image Classification.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Some Improvements on Deep Convolutional Neural Network Based Image Classification

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T05:52:06.606494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34104f88-8f9c-4f29-a9cf-2060bfb09ce1 · outbound

This paper cites Huang, Z.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Huang, Z

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.906276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 60ce621e-bfec-4a1c-94c6-6a0b7613788b · outbound

This paper cites Ioffe and C.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Ioffe and C

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.896371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0ee28e51-10bc-4ed9-b04b-06e21d0334e5 · outbound

This paper cites an unresolved cited work.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:52:06.886098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4b02bb70-478f-42a1-80b9-976c6c03aaa4 · outbound

This paper cites Kirsch, J.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Kirsch, J

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.876207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bfbeb123-cf0b-4967-86d9-44b7729aff86 · outbound

This paper cites Kolesnikov, L.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Kolesnikov, L

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.866091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7dbf7a5b-78f2-4e6a-8bac-4893631b631b · outbound

This paper cites Krizhevsky, I.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Krizhevsky, I

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.856135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d3d60962-88cc-4529-8a7d-fa4ce23ba8a8 · outbound

This paper cites von Luxburg, A Tutorial on Spectral Clustering.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) von Luxburg, A Tutorial on Spectral Clustering

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.846161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 34f08023-f878-4d5e-a634-51aae5d11916 · outbound

This paper cites an unresolved cited work.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:52:06.835932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9444fc8d-4283-44e3-8f92-88be6ae8cdba · outbound

This paper cites an unresolved cited work.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:52:06.825163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d7d1f0f4-9da9-40de-bcae-fb099edc0d1a · outbound

This paper cites Prall, Processing Paradigms: Stream vs Batch in the ML Era.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Prall, Processing Paradigms: Stream vs Batch in the ML Era

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.814453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 37dbce1e-61ab-4097-a70d-68da88029333 · outbound

This paper cites Sener and S.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Sener and S

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.802710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dca85a3d-ea88-4ad3-b161-e999e22c2d4e · outbound

This paper cites Shaham, K.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Shaham, K

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.792066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1bb3e625-f5cc-4457-aae3-0e3522a3647e · outbound

This paper cites Shorten and T.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Shorten and T

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.780673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 83c7e397-48f6-491c-a87d-eed8ab0f196b · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T05:52:06.656367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5676f6ef-6d8f-480d-85a1-aa2640542ab0 · outbound

This paper cites Singhal, Modern information retrieval: A brief overview.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Singhal, Modern information retrieval: A brief overview

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.769239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a7080914-d116-408c-a7e1-26386db1d89e · outbound

This paper cites Sutskever, J.

Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) Sutskever, J

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:06.758523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.