Paper Citation Record · LEDGER

Bi-cross validation for estimating spectral clustering hyper parameters

As of 16 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:1908.03747.

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

pith.paper-citation-record.v1
1908.03747 v3

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:06:57.776670Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

34 of 34 outbound references displayed

verified exact1
verified fuzzy17
unresolved16
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7aa7de68-5def-41c3-877c-2c8907a985a3 · outbound

This paper cites Ishikawa , author H.

Bi-cross validation for estimating spectral clustering hyper parameters Ishikawa , author H

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:58.114513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0a506856-cb57-4ae1-85b7-e5fb0fc82a6d · outbound

This paper cites an unresolved cited work.

Bi-cross validation for estimating spectral clustering hyper parameters Unresolved cited work

Reference 2

Resolution: verified exact; raw_fallback, observed 2026-08-14T14:06:57.882603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 66ddebbc-19cb-4568-9a4f-9c7c10b65c48 · outbound

This paper cites Yang , author X.

Bi-cross validation for estimating spectral clustering hyper parameters Yang , author X

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:58.106185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cd0d1ebb-02f2-482e-9223-f721e1302f7a · outbound

This paper cites Nogly , author T.

Bi-cross validation for estimating spectral clustering hyper parameters Nogly , author T

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:58.098043Z

Source-reported events for the cited work

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Observation 3b60655a-2d45-4da9-b537-efbd4630c18f · outbound

This paper cites Hong , author H.

Bi-cross validation for estimating spectral clustering hyper parameters Hong , author H

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:58.090382Z

Source-reported events for the cited work

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Observation c0da36cb-6f4d-419f-ada8-9588f2899dfd · outbound

This paper cites Thayer , author D.

Bi-cross validation for estimating spectral clustering hyper parameters Thayer , author D

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:58.082546Z

Source-reported events for the cited work

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Observation f5f6ce29-426e-4bad-b472-86c8506b43c7 · outbound

This paper cites Droste , author L.

Bi-cross validation for estimating spectral clustering hyper parameters Droste , author L

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:58.074919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 856ce2fb-632a-46cb-9ae0-02cc0867e0da · outbound

This paper cites an unresolved cited work.

Bi-cross validation for estimating spectral clustering hyper parameters Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:06:58.066417Z

Source-reported events for the cited work

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Observation f21cfa5c-4247-4a66-b7c2-150b03ff9260 · outbound

This paper cites Kupitz , author J.

Bi-cross validation for estimating spectral clustering hyper parameters Kupitz , author J

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:58.057481Z

Source-reported events for the cited work

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Observation 80555046-1510-4b85-8d33-c4c0e6f64618 · outbound

This paper cites Schoenlein , author S.

Bi-cross validation for estimating spectral clustering hyper parameters Schoenlein , author S

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:58.048900Z

Source-reported events for the cited work

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Observation f33507e7-f705-4a51-8475-8e54884947a7 · outbound

This paper cites Damiani , author M.

Bi-cross validation for estimating spectral clustering hyper parameters Damiani , author M

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:58.040752Z

Source-reported events for the cited work

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Observation b4af2a81-bc68-4405-b884-11143041e12a · outbound

This paper cites an unresolved cited work.

Bi-cross validation for estimating spectral clustering hyper parameters Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:06:58.032297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f9c089b0-06ca-449e-94de-e74d07579cb1 · outbound

This paper cites Tibshirani , author G.

Bi-cross validation for estimating spectral clustering hyper parameters Tibshirani , author G

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:58.024014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ae1dc2f0-2e48-445f-90db-617b80df6a0e · outbound

This paper cites an unresolved cited work.

Bi-cross validation for estimating spectral clustering hyper parameters Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:06:58.015560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 607ffa5d-ea14-4eed-899f-b3d2bb0e80e9 · outbound

This paper cites Tibshirani \ and\ author G.

Bi-cross validation for estimating spectral clustering hyper parameters Tibshirani \ and\ author G

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:58.006991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e4062bdf-0081-420c-8403-de7f78f4156f · outbound

This paper cites Von Luxburg et al.

Bi-cross validation for estimating spectral clustering hyper parameters Von Luxburg et al

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:57.997411Z

Source-reported events for the cited work

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Observation 58aedb6f-ff0e-4916-8680-e4ee7a4dfc83 · outbound

This paper cites Fujita , author D.

Bi-cross validation for estimating spectral clustering hyper parameters Fujita , author D

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:57.989203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b7f34cfa-a115-4271-9161-eb2dddb39ccd · outbound

This paper cites Estimating the number of clusters using cross-validation.

Bi-cross validation for estimating spectral clustering hyper parameters Estimating the number of clusters using cross-validation

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea521159-060c-4aab-a295-0adbcdd4919d · outbound

This paper cites an unresolved cited work.

Bi-cross validation for estimating spectral clustering hyper parameters Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:06:57.980874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 222e3264-0140-44db-8c4a-20435d4c7bb7 · outbound

This paper cites Von Luxburg ,\ @noop journal journal Statistics and computing \ volume 17 ,\ pages 395 ( year 2007 ) NoStop.

Bi-cross validation for estimating spectral clustering hyper parameters Von Luxburg ,\ @noop journal journal Statistics and computing \ volume 17 ,\ pages 395 ( year 2007 ) NoStop

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:57.971687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e95edfeb-5ddf-4651-b1c2-ff9ae8c88846 · outbound

This paper cites \ Chung , author W.-C.

Bi-cross validation for estimating spectral clustering hyper parameters \ Chung , author W.-C

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:57.962019Z

Source-reported events for the cited work

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Observation 61d5515a-edc3-4e2e-806c-67ff8d9986d5 · outbound

This paper cites How to generate random matrices from the classical compact groups.

Bi-cross validation for estimating spectral clustering hyper parameters How to generate random matrices from the classical compact groups

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T14:06:57.737439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42339561-06ff-4fc4-b639-0607b2ed2023 · outbound

This paper cites Cross-Validation for Unsupervised Learning.

Bi-cross validation for estimating spectral clustering hyper parameters Cross-Validation for Unsupervised Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-14T14:06:57.740797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f5f9029-a310-427b-a10d-cc8018a9792f · outbound

This paper cites Pedregosa , author G.

Bi-cross validation for estimating spectral clustering hyper parameters Pedregosa , author G

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T14:06:57.744088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffe5d534-e304-43e1-9da1-14fe7a12302f · outbound

This paper cites an unresolved cited work.

Bi-cross validation for estimating spectral clustering hyper parameters Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:06:57.948446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 47f6f161-d8cd-4ce1-9c9d-40d4a9399bcc · outbound

This paper cites an unresolved cited work.

Bi-cross validation for estimating spectral clustering hyper parameters Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:06:57.940069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1c66fa5d-e8fe-4a97-9c6b-34578570efaa · outbound

This paper cites Van Der Walt , author S.

Bi-cross validation for estimating spectral clustering hyper parameters Van Der Walt , author S

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:57.931253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6792d826-54eb-4b64-8b63-4efdda6fc52a · outbound

This paper cites an unresolved cited work.

Bi-cross validation for estimating spectral clustering hyper parameters Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:06:57.922961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6049319e-1136-4496-a4a6-2939877ef4c7 · outbound

This paper cites Zohar \ and\ author J.

Bi-cross validation for estimating spectral clustering hyper parameters Zohar \ and\ author J

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:06:57.914603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cedf7b1f-359c-4246-be5c-28265dfabca3 · outbound

This paper cites aapmrev4-2.bst 2018-12-27 (MD) hand-edited version of aapmrev4-1.bst.

Bi-cross validation for estimating spectral clustering hyper parameters aapmrev4-2.bst 2018-12-27 (MD) hand-edited version of aapmrev4-1.bst

Reference 30

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Source-reported events for the cited work

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Bi-cross validation for estimating spectral clustering hyper parameters aipnauth4-2.bst 2018-12-27 (MD) hand-edited version of apsauth4-1.bst

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70dd9926-7a02-4abc-8866-3e10d931fdc0 · outbound

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Bi-cross validation for estimating spectral clustering hyper parameters aipnum4-2.bst 2018-12-27 (MD) hand-edited version of apsrev4-1.bst

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-14T14:06:57.769519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Bi-cross validation for estimating spectral clustering hyper parameters apsrev4-2.bst 2018-12-27 (MD) hand-edited version of apsrev4-1.bst

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-14T14:06:57.773104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d67143b1-a367-4f29-9a3f-d5ab33aa45b1 · outbound

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Bi-cross validation for estimating spectral clustering hyper parameters merlin.mbs apsrmp4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-14T14:06:57.776670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.