Citation notice #4934 · 2026-07-11 03:19:08.722131+00:00

The Shape of Attraction in UMAP: Exploring the Embedding Forces in Dimensionality Reduction

Correction Crossref Open

cites SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python, which carries a correction notice dated 2020-03-04. One-hop deterministic notice: the citation edge exists in the Pith bibliography graph; no model judged whether the citation was load-bearing.

This is not a judgment on the citing paper.

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01Evidence

Raw extraction · bibliography line · bibliography index 9

doi: 10.1038/s41592-019-0686-2. Yingfan Wang, Haiyang Huang, Cynthia Rudin, and Yaron Shaposhnik. Understanding how dimension reduction tools work: an empirical approach to deciphering t-SNE, UMAP, TriMAP, and PaCMAP for data visualization.The Journal of Machine Learning Research, 22(1):9129–9201,

Parser render (TeX stripped for reading; raw above is the evidence)

doi: 10.1038/s41592-019-0686-2. Yingfan Wang, Haiyang Huang, Cynthia Rudin, and Yaron Shaposhnik. Understanding how dimension reduction tools work: an empirical approach to deciphering t-SNE, UMAP, TriMAP, and PaCMAP for data visualization.The Journal of Machine Learning Research, 22(1):9129–9201

02Event

Type: Correction
Source: Crossref
Original DOI: 10.1038/s41592-019-0686-2
Notice DOI: 10.1038/s41592-020-0772-5
Date: 2020-03-04
Title: Author Correction: SciPy 1.0: fundamental algorithms for scientific computing in Python
Reasons: ['Correction']
Work: SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python (2020) Nature Methods

Schema constants (for re-runners): correction · crossref

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