HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters

Projection algorithms such as t‐SNE or UMAP are useful for the visualization of high dimensional data, but depend on hyperparameters which must be tuned carefully. Unfortunately, iteratively recomputing projections to find the optimal hyperparameter values is computationally intensive and unintuitiv...

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Bibliographic Details

Published in:	Computer graphics forum Vol. 41; no. 3; pp. 169 - 181
Main Authors:	Appleby, G., Espadoto, M., Chen, R., Goree, S., Telea, A. C., Anderson, E. W., Chang, R.
Format:	Journal Article
Language:	English
Published:	Oxford Blackwell Publishing Ltd 01.06.2022
Subjects:	Algorithms CCS Concepts Human‐centered computing → Visualization techniques Neural networks Performance evaluation Systems analysis Visualization
ISSN:	0167-7055, 1467-8659
Online Access:	Get full text
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