Paper Citation Record · LEDGER

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction

As of 14 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2506.14820.

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

pith.paper-citation-record.v1
2506.14820 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:59:13.561286Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

33 of 33 outbound references displayed

verified exact5
verified fuzzy6
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 889d347c-eec4-4665-a473-413976bf913b · outbound

This paper cites write newline.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:09.355394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c6d4c47-86d7-4f0c-a1c5-8a3893f59541 · outbound

This paper cites write newline.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:09.416858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99edafaa-6e38-40d1-9251-1e9677ec2540 · outbound

This paper cites : Sanity check for class-coloring-based evaluation of dimension reduction techniques.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : Sanity check for class-coloring-based evaluation of dimension reduction techniques

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:09.546569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25b081b7-69d5-4ac0-ab74-9f63b1da7d3e · outbound

This paper cites P., Ghahramani Z.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction P., Ghahramani Z

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:59:17.560081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 889d97b2-bb96-4d5f-9f08-422ba0250092 · outbound

This paper cites A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:59:16.499211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 88fc2b89-659a-419f-9b35-e180096e47e6 · outbound

This paper cites : An interactive visual testbed system for dimension reduction and clustering of large-scale high-dimensional data.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : An interactive visual testbed system for dimension reduction and clustering of large-scale high-dimensional data

Reference 6

Resolution: verified exact; doi, observed 2026-08-07T04:59:14.408546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7fe52ce5-5b39-461c-91b2-afd559da56b9 · outbound

This paper cites M., Kerren A.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction M., Kerren A

Reference 7

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T04:59:16.322996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a0fee2d8-8cc3-46b3-86ed-f86a0ad3e6da · outbound

This paper cites M., Kerren A., Hirata N.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction M., Kerren A., Hirata N

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:10.158287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3f24f46-7818-41ef-b286-4c12bdafcb6e · outbound

This paper cites an unresolved cited work.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction Unresolved cited work

Reference 9

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T04:59:15.998304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation be1a6054-1a21-401f-82d4-1d0529fa0ede · outbound

This paper cites G., Fatore F.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction G., Fatore F

Reference 10

Resolution: verified exact; doi, observed 2026-08-07T04:59:14.164693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fd4fb62a-234e-41c6-8556-ca6f75aa07a4 · outbound

This paper cites : DimReader : Axis lines that explain non-linear projections.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : DimReader : Axis lines that explain non-linear projections

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:10.589177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccf4fc29-bb2e-4d02-b897-18cbcf3ce2bf · outbound

This paper cites E., Salakhutdinov R.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction E., Salakhutdinov R

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:10.723763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9a4def8-f972-4693-8eae-662df528c8d9 · outbound

This paper cites A., Paulovich F.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction A., Paulovich F

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:10.836518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f77a0393-85fe-46fd-92c0-9401a795b11e · outbound

This paper cites : ZADU : A python library for evaluating the reliability of dimensionality reduction embeddings.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : ZADU : A python library for evaluating the reliability of dimensionality reduction embeddings

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:10.966544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e34600c-5bf8-46c2-bf6c-f8fc3a4cd0ce · outbound

This paper cites : Classes are not clusters: Improving label-based evaluation of dimensionality reduction.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : Classes are not clusters: Improving label-based evaluation of dimensionality reduction

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:11.082891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2915133-722c-4481-843d-5ae621ae2cda · outbound

This paper cites : Measuring and explaining the inter-cluster reliability of multidimensional projections.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : Measuring and explaining the inter-cluster reliability of multidimensional projections

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:11.217844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 782f25d4-8a5b-4d84-932d-814be538e755 · outbound

This paper cites : Uniform manifold approximation with two-phase optimization.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : Uniform manifold approximation with two-phase optimization

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:11.300678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08fa7ad0-9827-4ffb-b370-73d4949f7246 · outbound

This paper cites Unveiling High-dimensional Backstage: A Survey for Reliable Visual Analytics with Dimensionality Reduction.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction Unveiling High-dimensional Backstage: A Survey for Reliable Visual Analytics with Dimensionality Reduction

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:59:15.339862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 25e0b9e9-4984-42a0-95d7-d105f02efc96 · outbound

This paper cites : CheckViz : Sanity check and topological clues for linear and non-linear mappings.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : CheckViz : Sanity check and topological clues for linear and non-linear mappings

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:11.623637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43b12363-f9b1-49df-bb9d-7d5d9dd7019b · outbound

This paper cites : Topological autoencoders.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : Topological autoencoders

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:59:17.373499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 00adacbc-290c-4539-aee7-6566a4104481 · outbound

This paper cites G., Aupetit M.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction G., Aupetit M

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:11.863584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04a138de-ed60-49e0-9ab6-bd5b137b2f1d · outbound

This paper cites E., Mueller K.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction E., Mueller K

Reference 22

Resolution: verified exact; doi, observed 2026-08-07T04:59:13.878191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 09ba8b4a-2e0a-4150-879a-71198be338b6 · outbound

This paper cites : Hierarchical stochastic neighbor embedding.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : Hierarchical stochastic neighbor embedding

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:12.139756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38ee4d37-7e79-4edc-beac-8917be94b9c5 · outbound

This paper cites P., Hanrahan P.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction P., Hanrahan P

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:12.301699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4df3d686-1e7f-4af0-baa9-aa75fe7368ff · outbound

This paper cites : Global versus local methods in nonlinear dimensionality reduction.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : Global versus local methods in nonlinear dimensionality reduction

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:59:17.159924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 675406e6-3b07-4905-af5d-f6cdfd36cae3 · outbound

This paper cites A., Peltonen J., Weiskopf D., North S.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction A., Peltonen J., Weiskopf D., North S

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:12.562431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 858e1914-5f5d-490a-9b11-f376c79cd216 · outbound

This paper cites : Accelerating t-sne using tree-based algorithms.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : Accelerating t-sne using tree-based algorithms

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:59:17.041646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2b99abe4-7f8e-4242-91a9-f74ef6c22640 · outbound

This paper cites : Visualizing data using t-SNE.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : Visualizing data using t-SNE

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:59:16.870769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c5b0f33d-241f-4f33-a89a-afd3d5a48853 · outbound

This paper cites O., van den Herik H.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction O., van den Herik H

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:59:16.715562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4e2c3481-e157-4348-96bb-fa286f61c030 · outbound

This paper cites an unresolved cited work.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:13.035325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1be55250-cf56-4c78-8c39-0afe8ef27e9e · outbound

This paper cites : Revisiting dimensionality reduction techniques for visual cluster analysis: An empirical study.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : Revisiting dimensionality reduction techniques for visual cluster analysis: An empirical study

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:13.162345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 291d1a0e-825c-4ee6-8c97-3ca1f9ab4931 · outbound

This paper cites S., Melton R., Stasko J., Jacko J.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction S., Melton R., Stasko J., Jacko J

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:13.358328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5d60fa3-afb6-4b4e-bfa3-b959acbaac52 · outbound

This paper cites : Interpreting high-dimensional projections with capacity.

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction : Interpreting high-dimensional projections with capacity

Reference 33

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T04:59:14.712056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.