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Paper Citation Record · LEDGER

Stop Misusing t-SNE and UMAP for Visual Analytics

As of 8 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 6 inbound Pith citation observations for arXiv:2506.08725.

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

pith.paper-citation-record.v1
2506.08725 v3

Coverage vector

measured 81 of 81 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:07:56.525583Z

measured 87 of 87 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T11:18:55.340488Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T03:09:29.029365Z

Reference resolution

81 of 81 outbound references displayed

  • verified exact9
  • verified fuzzy1
  • unresolved61
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99b424a0-e88a-484d-a8c2-d16c2780064a · outbound

This paper cites TriMap: Large-scale Dimensionality Reduction Using Triplets.

Stop Misusing t-SNE and UMAP for Visual Analytics TriMap: Large-scale Dimensionality Reduction Using Triplets

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:49.351150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:49.351150Z digest=sha256:b1136f8f938294b8672952ba0e55798b7ad27fe958665b8e89e3e551375888ba

Observation 306c7f6a-fcc0-4037-a75d-dfd1f3a7583a · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:49.389632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:49.389632Z digest=sha256:96125b3a3025d5c385fbf5dfabb4f50c20080ec4d6edd03b8f1fd22bb4886df7

Observation 146ad5c2-fe43-47e8-ab42-ec38ca28be71 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 4

Resolution
malformed identifier
no resolver link, observed 2026-08-07T05:07:49.537826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:49.537826Z digest=sha256:e817f40c25ed70779b5687ac960d77095310890d4d4de5add5904eab102b67b4

Observation 66cf7bb9-c512-4514-adf9-4e07faa32310 · outbound

This paper cites Benato, Alexandre X.

Stop Misusing t-SNE and UMAP for Visual Analytics Benato, Alexandre X

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:08:01.648674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:49.588431Z digest=sha256:684c70dac7b5afe1f22b2f5590975dce8983b9695286c596bc58158572eebf99

Observation 3049b4a8-961d-4b6f-a5d9-caa1bd78ed3f · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 6

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T05:08:01.634402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:49.624387Z digest=sha256:103c8587f0f0b3bf295ca2c56696240134056b231796970cf6228e64d052b55d

Observation 4bc3789a-bd22-411b-930e-bea4d89ac318 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.619606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:49.652436Z digest=sha256:a52c64862482fa9ca3d5daa70c5f2e43108cffe8a4e5d3ac77019b04022dc25e

Observation 022922e2-7b47-4614-9a51-66307795dd8c · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.604599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:49.696829Z digest=sha256:47882bdd152aa508f143d5719d5253bda654257886f04793f2fe6d6f00c93f69

Observation 6ea75c8d-d6e6-472c-9d28-2769bbe31643 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:49.798238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:49.798238Z digest=sha256:018cfade4868ba9f1257c8af9a9a621c0ee39b6885cc7e6f8d6f361b224772cd

Observation 46759c76-5f1e-49f5-8dde-fae4d8849145 · outbound

This paper cites Martins, and Andreas Kerren.

Stop Misusing t-SNE and UMAP for Visual Analytics Martins, and Andreas Kerren

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:49.868173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:49.868173Z digest=sha256:4c2fa1cfae7b829ee143986964b28a6a150f05abe81d2804627e0d5f756d5b71

Observation 33ae2b04-8ee4-48af-94ab-6700f495786c · outbound

This paper cites Chatzimparmpas, F.

Stop Misusing t-SNE and UMAP for Visual Analytics Chatzimparmpas, F

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:49.928373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:49.928373Z digest=sha256:311ecfc12e9339071f6224e97979e9f4d07c1f3f79091f6fffa534ccbcbb310b

Observation 7d459b75-bcbf-42cd-8e52-ddbcd58f1cba · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 12

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T05:08:00.994743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:49.991639Z digest=sha256:f1a3ec82386c389f6706c4017a6641d5b1128911ce8b384344c988f08d3a3fa0

Observation 88c438c5-9293-4f80-945c-69f70afa1605 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:50.041601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:50.041601Z digest=sha256:67643eb741c0627eae13fecb07624ef3ecfbef33a809a9d084ef6a42bd1cb0e5

Observation 06749eb2-cd55-4eff-94bf-5d0cf1792b01 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.590580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:50.108086Z digest=sha256:8d37b0e7a712b33a57ffb1a38cb178747882ee3cc6a3a76ff3746e2e51cb4cb3

Observation d7a4d473-3dcf-4f68-adca-1a572a27e320 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 15

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T05:08:00.836179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:50.178729Z digest=sha256:7608c359a28e041fa5c522888b19c5d48605ec4eec0d0ce0d81a2b30118fc10b

Observation cf0479f6-b9cc-43d8-802b-4e1d0ed5df9b · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.576840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:50.231307Z digest=sha256:fd15dd3ecd9efcfdb287a48a6f5a538b6189f3f4a421a0fe71fa9f34df294f14

Observation c416c3bb-03ac-4379-948a-b64aaeb81ea1 · outbound

This paper cites Understanding Bias in Perceiving Dimensionality Reduction Projections.

Stop Misusing t-SNE and UMAP for Visual Analytics Understanding Bias in Perceiving Dimensionality Reduction Projections

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:50.287329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:50.287329Z digest=sha256:f070811da8a8392ca0cc69eace4c1d3fa54bd52510c72bbfb422ecc478c33b93

Observation 416d44de-18f6-43b2-9d4d-125f9486d408 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:50.373085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:50.373085Z digest=sha256:1494beb922132bbc8f89296486a7f7d52edc3a8eafada2129f69ba95a351202d

Observation 4c5fc40f-0be6-4268-85e7-54ebcb61bba7 · outbound

This paper cites Martins, Andreas Kerren, Nina S.

Stop Misusing t-SNE and UMAP for Visual Analytics Martins, Andreas Kerren, Nina S

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:50.493995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:50.493995Z digest=sha256:73a6335392806114298290d450e1bebab67857c51f674433eb0ede15101039c9

Observation 6e51bb31-96cd-403e-96ad-6881d45d94eb · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:50.523457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:50.523457Z digest=sha256:fecdc849d33be53fcc86672bf361c86784e53002dfed5b47a040747d7a5e353c

Observation 417b524a-0991-4824-ab4d-6521d766b72e · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.563330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:50.596749Z digest=sha256:55a9811856f6b787f22aa60a3cd560eebecf9db99d8611b4a63c06f94cb60495

Observation f21c5450-9268-4000-a19c-13c54d55180a · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:50.780234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:50.780234Z digest=sha256:f2f96e8206b6555f522a5255663659af15d0c4440ea02b8c2c519ae31708dfe4

Observation df3ad544-338f-4b5b-8a7c-ba4d560ce3f3 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 25

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T05:08:00.407482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:50.840442Z digest=sha256:b6e4fab4b1993da2b88ae07ecfdec3341e65b05d5faaacc5effa7d4a345bcdc1

Observation 3020813a-43f7-4aab-8ebd-d874b7b9ccb1 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.549061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:50.873677Z digest=sha256:26d5b5f75c224cd8b6eada69969e827dbcd4762d150fb9cd83f520e5aca92dc1

Observation dcb1653e-ca79-44c9-b681-803e32154c75 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:50.960856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:50.960856Z digest=sha256:3f79c1bbe66fc3e1dae528afb168ea72219f7e28f3cff6d15327ecd700d4dd70

Observation e7391553-f6c8-4abd-b164-ab044da83dcc · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:51.057319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:51.057319Z digest=sha256:de4d65e2b583bea50b6cf01f42a3057094e4aefb098a993b50cd30ba26d2b2ef

Observation 5008f43a-9e9a-4ff5-b16c-311b40c418bd · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 29

Resolution
verified exact
doi, observed 2026-08-07T05:07:58.038429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:51.155204Z digest=sha256:da6dc08b921ebeed5550df09ba2219887e2d735da09c2f24f319773f907460cd

Observation 3ec7c753-bcfa-406f-8ddb-e4ac4ab08583 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.534346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:51.248978Z digest=sha256:f8d5176a3a030567c0c834b1beca66dd2133f8ca7e19d233f6cde3279f07e7a0

Observation d5fb825d-91c2-473f-96b1-8fe85361133b · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:51.453917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:51.453917Z digest=sha256:60f3206e55b16cce3e7be65aa240fbfcaa5a552f066a6de43ca3cba7d33857f7

Observation e15eefcc-ddb6-4762-bb65-2083176aaed7 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:51.552346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:51.552346Z digest=sha256:e551e5c2ce81e92651cb0cae95a0d88018db3bf77af036cf18fc960f64a02a71

Observation 9e24b23a-c789-4fd2-afc0-46e204ab54b8 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.520500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:51.674958Z digest=sha256:b758d70b5378510cc99a1398c3b99871f99b802da63883c423919f6725b75637

Observation d9f38483-0973-427b-8634-603c1e1e6c0f · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:51.894949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:51.894949Z digest=sha256:fbe408580d1a653054cdd558e56aad0753f7628bd4fc46ed5ddb8d2b553236f0

Observation d449bdd9-8e4e-44df-b22c-f5aa95a0fddc · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 35

Resolution
verified exact
raw_fallback, observed 2026-08-07T05:07:59.939256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:52.011135Z digest=sha256:36517c961a6c89dc13ab46bacdb444be28306a88a39f517c46bb053fd1c650d2

Observation 061c8972-8b28-4240-9b2c-7c99a82d2d27 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 36

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T05:07:59.849484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:52.141097Z digest=sha256:a836ac69ea72b1183d236258ed9b774de26938102aef1bf8020807f855c5d589

Observation 43ddfcee-cefc-4ab6-914f-4bcbd1c230f8 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 37

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T05:07:59.762722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:52.243095Z digest=sha256:b4a4ead5d1198429642000217f0730927c6bd2d02760c5ed8adf032be5544a65

Observation 4022b26b-9b78-4fcd-80c8-232d184d1b0e · outbound

This paper cites Andrews, Aditya Kalro, and Duen Horng Chau.

Stop Misusing t-SNE and UMAP for Visual Analytics Andrews, Aditya Kalro, and Duen Horng Chau

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:52.363301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:52.363301Z digest=sha256:d53deac53c2c26e16a8a4ee435a89c227827aadaae73119ac55dba2dfb1e8ec4

Observation 6b136545-5239-4433-8c33-5d868ba154e1 · outbound

This paper cites Viégas, and Martin Wattenberg.

Stop Misusing t-SNE and UMAP for Visual Analytics Viégas, and Martin Wattenberg

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:52.441060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:52.441060Z digest=sha256:e4c216a8c1a0c52a6d7680f9a374deb5140017e7b8947a6ad2bfbf3801f293ad

Observation bfb537ac-9a6f-40ca-8d5b-856dc5b2c26c · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 40

Resolution
verified exact
doi, observed 2026-08-07T05:07:57.667499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:52.551220Z digest=sha256:61a2831310c76ebd0296695fff41ffdf13aae7c72582d3383c9cb9671e3e054f

Observation ef4781a8-fccb-46b2-ab61-137e5d1a8945 · outbound

This paper cites Linderman.

Stop Misusing t-SNE and UMAP for Visual Analytics Linderman

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:52.672737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:52.672737Z digest=sha256:a5f2a0916380c41f17602aec76a3d6a2389763af1c39bc342dea940944af10f4

Observation d09f9db3-8087-462c-a651-4febd4717e6b · outbound

This paper cites Chou, Chun-houh Chen, and Kwan-Liu Ma.

Stop Misusing t-SNE and UMAP for Visual Analytics Chou, Chun-houh Chen, and Kwan-Liu Ma

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:52.809394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:52.809394Z digest=sha256:6a6acf3961111b2a75f607163f9decac9b934f32c5d73fcb0b3d4f60522f75d5

Observation e575d11a-acb6-4fb9-b1f8-e15261df990d · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:52.906101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:52.906101Z digest=sha256:3226024fec6c2eebef082c2a7854b5c2bbd4d97c7a6cc9f172f2c3d92f667e3e

Observation 6cfb6468-6d7a-407a-9555-eab0033ac3f3 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 44

Resolution
verified exact
doi, observed 2026-08-07T05:07:57.408035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:53.028175Z digest=sha256:0b6ffc44b053e35e9325b34403310b13fab8e47aa4054fc684f944b3c18a1bfd

Observation 93f8ac01-2d98-4010-94ac-3ead96dec102 · outbound

This paper cites Lee and Michel Verleysen.

Stop Misusing t-SNE and UMAP for Visual Analytics Lee and Michel Verleysen

Reference 45

Resolution
verified exact
doi, observed 2026-08-07T05:07:57.200986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:53.159794Z digest=sha256:d98555b68806908c0ffe702af99782a51477598d2e9f96280e150a8035184544

Observation 69ac7ba6-5293-45e7-b371-aa71272e0b3b · outbound

This paper cites Wang, ShengYun Peng, Austin Wright, Kevin Li, Haekyu Park, Haoyang Yang, and Duen Horng Polo Chau.

Stop Misusing t-SNE and UMAP for Visual Analytics Wang, ShengYun Peng, Austin Wright, Kevin Li, Haekyu Park, Haoyang Yang, and Duen Horng Polo Chau

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:53.288489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:53.288489Z digest=sha256:766f1e626987304deedb9ea0383724971696dc3294ff8191fdb67152650caf2d

Observation e804f4d3-624f-4d5e-b051-a3bc2f886855 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:53.392329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:53.392329Z digest=sha256:66fa88873e63dbdc707ecd987d01a1cb71a4ba5a73b1ca5d3560b00efe12eae9

Observation e7fd009e-1579-4963-aaa2-35727435bfe8 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Stop Misusing t-SNE and UMAP for Visual Analytics UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:53.522283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:53.522283Z digest=sha256:f3153a265c752c9f8188d24b9f5e3dc971d21d2f022591a06921eb02465b425f

Observation 185efc96-8e5c-49d9-bbad-7e0c64ce341d · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:53.620904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:53.620904Z digest=sha256:5b23ec9196478836b189d0badb1fb766fb765b926d7a775263271d0a1c18cf35

Observation 995b43a5-fdfe-4df7-a3c6-c249d732ce69 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:53.729288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:53.729288Z digest=sha256:16deab2999f8b279a875732cc7d3d1288e8c36a9c63944eaa02e5ebbe10262ec

Observation f3e2dbc3-304e-46c9-9358-107c9e75da23 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.506371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:53.857681Z digest=sha256:ba59f0d96311f03289c18356a9ba68a795a6b9d0c61d01ca50e2cda5bfbb423e

Observation 8a3800b7-1430-4158-8709-47a184478a72 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.492580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:53.958027Z digest=sha256:f8e93c8f0909eeddbe668063d1c0b18fa0e18b720d656d1470374d6b05aee853

Observation 4d54f7ab-bde0-44c2-bee7-5e51da4008b2 · outbound

This paper cites Nelson, Halden Lin, Adam M.

Stop Misusing t-SNE and UMAP for Visual Analytics Nelson, Halden Lin, Adam M

Reference 53

Resolution
malformed identifier
no resolver link, observed 2026-08-07T05:07:54.153900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:54.153900Z digest=sha256:6973febc56474ddfd5b8b056c016e0968c8a0d801ebed46ec0ecffeee57669eb

Observation c5a44b68-114d-48b0-a515-c9e8fbf3c401 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:54.239215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:54.239215Z digest=sha256:e4a37e74cb23a60710cc1a325047346ad0dec566d0037c6fad76c48743f198fb

Observation 9aabe2ee-a46d-41f8-bdf2-b9e7f084b115 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 55

Resolution
verified exact
doi, observed 2026-08-07T05:07:57.041271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:54.338478Z digest=sha256:569c67dae9f9ca26939327d3d5c3dd1629ce605c59659b372d84c391cac426e0

Observation a15a6a13-8f42-4ed3-92cd-d171c31704cb · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:54.418100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:54.418100Z digest=sha256:d2c0b03425f71ca3bcf015933872541a1e0a172557f5df5cfd4a855d306e146f

Observation 3e7d596f-ac2c-46dd-908f-f82ad06a3e0c · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:54.511810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:54.511810Z digest=sha256:3c8cd454706a956fce4f7696e08f3fd333949bf7157485ebe9b232949b67d085

Observation 4ff558ba-e7e5-483f-ba33-0c6aac4dc6a8 · outbound

This paper cites Lelieveldt, Elmar Eisemann, and Anna Vilanova.

Stop Misusing t-SNE and UMAP for Visual Analytics Lelieveldt, Elmar Eisemann, and Anna Vilanova

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:54.600120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:54.600120Z digest=sha256:8367f89815a7944f542b4e5d3f7535d31e3ca4d021101dcc3786268c1457ff4f

Observation 3873d070-ab4a-4406-bdf5-23cec1aa3321 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:54.836122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:54.836122Z digest=sha256:2ae0bbe5dbe256c5b5b717a39325eed2e044b0abca94168dfbcf2ddfef79f8af

Observation a2c7f0e8-8307-4da6-b702-b5811a2b6b49 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.479268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:54.962024Z digest=sha256:c6477804126614946c171f1c8e23df196e3f60d5b8acbaf843dee893d4cf73b2

Observation 2c1abf6b-fa3d-4427-8472-5cb439eaa352 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 62

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T05:07:58.769345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:55.047644Z digest=sha256:78ab7a8a6538cc5cf50038e78837bc5cbeee4f8dcf4c1964eb9d6c2c752b2578

Observation 9d60808d-b067-40b7-822d-f10ff989267a · outbound

This paper cites A survey of dimensionality reduction techniques.

Stop Misusing t-SNE and UMAP for Visual Analytics A survey of dimensionality reduction techniques

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:55.135309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:55.135309Z digest=sha256:4241e6e3fae51a76b1d9715fbb4519bd8853e72907f8ff2ae9fc6e782862f325

Observation cc7882a8-484d-4bfc-bd2c-f5ce719a8713 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:55.199102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:55.199102Z digest=sha256:24a182b9cf57cdda3bd73157e062c5b3e5ad6756fef09eca4ab887b5c0324fc1

Observation 76b0e0d0-69a5-4e1a-a35d-049ca058b07a · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:55.290185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:55.290185Z digest=sha256:6de4be0004e15fb62e926cc829de090eae0352967e445e10fb1e545597fecf35

Observation 10db9f2b-0ebe-4c4b-8f32-05e5a3a9b8d3 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 66

Resolution
verified exact
raw_fallback, observed 2026-08-07T05:07:58.971474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:54.690812Z digest=sha256:85de4ba1eaa6ffc1da1bcb0aaaf28f9b7531cd1b1b67ed997af4fd422088e2cd

Observation 552920c6-d2a9-42b6-8321-dccb046d8ff3 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.456418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:55.437579Z digest=sha256:412358c7ff4003b5ad3736edff3b0ffc98611f54a7b0af0040c09cf323d9427a

Observation aef072b4-9ef1-48a4-8962-9868445de15a · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.443009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:55.525828Z digest=sha256:3fbc46690b2290fa8c7d848751e93bd4e834ba2b70f343a68fa4f60cfa69fdb4

Observation 5c12a2b1-3621-4d62-9267-5556fce06bb7 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 69

Resolution
verified exact
doi, observed 2026-08-07T05:07:56.828704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:55.791210Z digest=sha256:b49c1969ae4903562589185fc867629dcc1877ac61b5f522cabc97b8f665c4f6

Observation 64394caa-1174-4a23-a9d5-33a699cf7304 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:55.874992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:55.874992Z digest=sha256:6a6c314768b32d920386088b576316bd7bf5f7c4adc74925063fa07fd878f504

Observation f87c01be-0b67-4776-9552-296beb2e5b13 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.415514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:55.963540Z digest=sha256:364233f2df0bcefa00befc6bf7b2b8c0434aeb6f7bcf4deaa17ea48f492ddc78

Observation 799a4c01-267b-4eda-ab80-96a6e1b3fae7 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:56.060667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:56.060667Z digest=sha256:b62fc69b0a6cd0279dbe058dde7e595fbba195177736bd04a5536d9722d15a69

Observation f91a352b-a8d4-4db3-94d3-b7329a39bdba · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:55.351921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:55.351921Z digest=sha256:8287bc889e0ecf5192890d09e5294569dadceec8a43eedc3e431fc5b70bc5f2f

Observation 2c9e93f1-4585-42a5-99c8-4688422b24a4 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:56.191437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:56.191437Z digest=sha256:443fad4669ed7c99360277da06f354e5b84181dbb4daf7cba690ae6f323af9c6

Observation b556f0c6-458b-4b9e-88f4-461605f2f359 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:56.265898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:56.265898Z digest=sha256:8d8d0931784d69cd106935ea1abbdf24a75f51e1c648277ede586f5e5d3f9abd

Observation 9468c04c-c0db-43af-b86d-9cd0210cc3cc · outbound

This paper cites Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

Stop Misusing t-SNE and UMAP for Visual Analytics Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:56.357843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:56.357843Z digest=sha256:6ff245a16fe8ed186214676bf657ec5a34bde5b424460cc25fcf4549d1e60e49

Observation 371a6258-30a1-4a44-ae38-809aa87a1cca · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 77

Resolution
malformed identifier
no resolver link, observed 2026-08-07T05:07:56.454650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:56.454650Z digest=sha256:2dc03516646773da467e78cb155a0964439700e3f4462b10aeca0013c6a4b3fb

Observation d34e98ff-e038-495c-a03f-0f38bc1067b1 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 78

Resolution
verified exact
doi, observed 2026-08-07T05:07:56.663760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:56.525583Z digest=sha256:e1163534f92399e39a20f7a3bfb728955c87cd19e95fa2f13da1bcfbb5957934

Observation 1bdd6383-cae2-4f47-bd21-c46403fd0e29 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:56.119257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:56.119257Z digest=sha256:a687174bb9d9b36f5721185e04b60880e39228a1e26dc5b232e54c3bb296ead8

Observation 77ed3ff3-8df1-4779-a5bf-effa2889fc46 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 490

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:55.720273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:55.720273Z digest=sha256:73e50e99253b03dcf1609afd0db2899dc8b1ce623bc7863e13192d727b156cc8

Observation 82678721-61a9-45d2-9d5a-636751dc55f5 · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 1462

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.662236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:49.443037Z digest=sha256:5155d50b9aa2cd8700bb9fde27210e4da801faa4364b3def80b5f1bc55bf55db

Observation 90848dfd-1cc9-45f9-a762-fc7b4733ce1a · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 2010

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:08:01.429186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:07:55.620746Z digest=sha256:8341453e817d112bb31951e7aa1e2974ac098bb4fee2b712ec2a58ecbf8b188f

Observation f69ae4fd-a364-477a-95a1-6c7e01cbebfb · outbound

This paper cites an unresolved cited work.

Stop Misusing t-SNE and UMAP for Visual Analytics Unresolved cited work

Reference 2014

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:49.666191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:49.666191Z digest=sha256:e15dda7e153fd11a17beb4bc6dd5ff7671c5b904474e8ee6dd75c86a20fd5112

Observation ded915b0-6c55-4b5e-b1bd-c1f40891b359 · outbound

This paper cites doi:10.1109/TVCG.2023.3327187.

Stop Misusing t-SNE and UMAP for Visual Analytics doi:10.1109/TVCG.2023.3327187

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:51.797841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites doi:10.1109/TVCG.2025.3567989.

Stop Misusing t-SNE and UMAP for Visual Analytics doi:10.1109/TVCG.2025.3567989

Reference 2025

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Pith citing papers

Observation 9341c51f-09c0-42e9-b343-d6bc592a0c42 · inbound

Class Angular Distortion Index for Dimensionality Reduction cites this paper.

Class Angular Distortion Index for Dimensionality Reduction Stop Misusing t-SNE and UMAP for Visual Analytics

Reference 24

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arxiv_id, observed 2026-07-21T02:21:18.527135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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LLM-Augmented Semantic Steering of Text Embedding Projection Spaces cites this paper.

LLM-Augmented Semantic Steering of Text Embedding Projection Spaces Stop Misusing t-SNE and UMAP for Visual Analytics

Reference 18

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Observation db7814aa-6b22-4368-b201-34a01771aceb · inbound

MEDAL: Manifold Embedding Distillation via Autoencoder Learning cites this paper.

MEDAL: Manifold Embedding Distillation via Autoencoder Learning Stop Misusing t-SNE and UMAP for Visual Analytics

Reference 53

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arxiv_id, observed 2026-07-21T02:21:18.527135Z

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Observation af4587b2-ebf1-4788-bcc0-ff65cfd8144d · inbound

Manifold Bandits: Bayesian Curriculum Learning over the Latent Geometry of Large Language Models cites this paper.

Manifold Bandits: Bayesian Curriculum Learning over the Latent Geometry of Large Language Models Stop Misusing t-SNE and UMAP for Visual Analytics

Reference 4

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arxiv_id, observed 2026-07-21T02:21:18.527135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 1c4c40cb-056f-4ebb-91bc-65db9000c09c · inbound

Context-Aware Explanations for Spatialized Document Layouts cites this paper.

Context-Aware Explanations for Spatialized Document Layouts Stop Misusing t-SNE and UMAP for Visual Analytics

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-07-21T02:21:18.527135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 3e5199db-3c56-4c61-bb28-c39b58173822 · inbound

Measuring Distortion in the Empty Regions of Dimensionality Reduction Scatterplots with the Gap Index cites this paper.

Measuring Distortion in the Empty Regions of Dimensionality Reduction Scatterplots with the Gap Index Stop Misusing t-SNE and UMAP for Visual Analytics

Reference 16

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