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2211.09321
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Interpretable Dimensionality Reduction by Feature Preserving Manifold Approximation and Projection
17 November 2022
Yang Yang
Hongjian Sun
Jialei Gong
Di Yu
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Papers citing
"Interpretable Dimensionality Reduction by Feature Preserving Manifold Approximation and Projection"
4 / 4 papers shown
Title
The Shape of Attraction in UMAP: Exploring the Embedding Forces in Dimensionality Reduction
Mohammad Tariqul Islam
Jason W. Fleischer
149
0
0
12 Mar 2025
Tangent Space and Dimension Estimation with the Wasserstein Distance
Uzu Lim
Harald Oberhauser
Vidit Nanda
42
8
0
12 Oct 2021
The Intrinsic Dimension of Images and Its Impact on Learning
Phillip E. Pope
Chen Zhu
Ahmed Abdelkader
Micah Goldblum
Tom Goldstein
197
260
0
18 Apr 2021
Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization
Yingfan Wang
Haiyang Huang
Cynthia Rudin
Yaron Shaposhnik
159
301
0
08 Dec 2020
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