Paper Citation Record · LEDGER

StarMAP: Global Neighbor Embedding for Faithful Data Visualization

As of 17 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2502.03776.

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

pith.paper-citation-record.v1
2502.03776 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T00:51:55.115286Z

measured 14 of 14 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T19:00:02.105375Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy6
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 50cc62bc-05aa-4bfa-b5c9-94d75274ad21 · outbound

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

StarMAP: Global Neighbor Embedding for Faithful Data Visualization TriMap: Large-scale Dimensionality Reduction Using Triplets

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T00:51:55.058906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86389344-7a32-4485-9c22-12fde9ed1b83 · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

StarMAP: Global Neighbor Embedding for Faithful Data Visualization Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T00:51:55.097643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d01c1c3d-d59c-4d30-a407-a91ee05ce0bc · outbound

This paper cites Appendix A presents the attraction and repulsion computations used in this study.

StarMAP: Global Neighbor Embedding for Faithful Data Visualization Appendix A presents the attraction and repulsion computations used in this study

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:51:55.281746Z

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 20e25ff9-7652-4816-a3da-f7cccac81170 · outbound

This paper cites PHATE estimates the multihop neighbor relation, which enables neighbor-based global preservation.

StarMAP: Global Neighbor Embedding for Faithful Data Visualization PHATE estimates the multihop neighbor relation, which enables neighbor-based global preservation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:51:55.238953Z

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 b441161e-9142-4e6f-8c20-811c4403647a · outbound

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

StarMAP: Global Neighbor Embedding for Faithful Data Visualization UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 1992

Resolution: unresolved; no resolver link, observed 2026-08-09T00:51:55.074394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebecae60-d9fd-4340-92ae-4e18b3d101df · outbound

This paper cites A., Ayoub, S., Misios, A., Glažar, P., Obermayer, B., Theis, F.

StarMAP: Global Neighbor Embedding for Faithful Data Visualization A., Ayoub, S., Misios, A., Glažar, P., Obermayer, B., Theis, F

Reference 2000

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:51:55.310447Z

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 b29cf11d-908b-4f5b-b77d-e8319ac7563e · outbound

This paper cites From $t$-SNE to UMAP with contrastive learning.

StarMAP: Global Neighbor Embedding for Faithful Data Visualization From $t$-SNE to UMAP with contrastive learning

Reference 2006

Resolution: unresolved; no resolver link, observed 2026-08-09T00:51:55.069426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cebeda8d-fb25-461f-8ee8-77bfbae3b723 · outbound

This paper cites and Weinberger, K.

StarMAP: Global Neighbor Embedding for Faithful Data Visualization and Weinberger, K

Reference 2008

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:51:55.295245Z

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 1ed28e84-cc9e-43db-9273-fc99bacc0736 · outbound

This paper cites an unresolved cited work.

StarMAP: Global Neighbor Embedding for Faithful Data Visualization Unresolved cited work

Reference 2011

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:51:55.267707Z

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 8fe79b5b-ae33-415c-9cc3-d32b2bf299b0 · outbound

This paper cites 13 A PREPRINT - FEBRUARY 7, 2025 Figure 9: Quantitaive (left) and qualitative results (left) for the MNIST dataset with different StarMAP settings.

StarMAP: Global Neighbor Embedding for Faithful Data Visualization 13 A PREPRINT - FEBRUARY 7, 2025 Figure 9: Quantitaive (left) and qualitative results (left) for the MNIST dataset with different StarMAP settings

Reference 2014

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:51:55.253669Z

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 9ca2c4e1-2041-4ad2-8175-1f88b0551ac8 · outbound

This paper cites and Panov, M.

StarMAP: Global Neighbor Embedding for Faithful Data Visualization and Panov, M

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:51:55.324876Z

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 473b5ffb-4799-483f-a32a-3ac05a079e3a · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

StarMAP: Global Neighbor Embedding for Faithful Data Visualization Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-09T00:51:55.084067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 852f2abf-4982-4f49-b812-1cfaa26a3d25 · outbound

This paper cites EVA-CLIP: Improved Training Techniques for CLIP at Scale.

StarMAP: Global Neighbor Embedding for Faithful Data Visualization EVA-CLIP: Improved Training Techniques for CLIP at Scale

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-09T00:51:55.089059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c891a4a0-a38f-4210-ad27-18273af089d3 · inbound

mlx-vis: GPU-Native Dimensionality Reduction on Apple Silicon cites this paper.

mlx-vis: GPU-Native Dimensionality Reduction on Apple Silicon StarMAP: Global Neighbor Embedding for Faithful Data Visualization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T19:00:02.105375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.