A new article is available in IPOL: https://www.ipol.im/pub/art/2024/528/

Sangwon Jung, Tristan Dagobert, Jean-Michel Morel, and Gabriele Facciolo,
A Review of t-SNE,
Image Processing On Line, 14 (2024), pp. 250–270.
https://doi.org/10.5201/ipol.2024.528

Abstract

High dimensional data is difficult to visualize. T-Distributed Stochastic Neighbor Embedding (t-SNE) is a popular technique for dimensionality reduction enabling a planar visualization of a dataset preserving as much as possible its metric. This paper explores the theoretical background of t-SNE and its accelerated version. A comparison of the performance of t-SNE on various datasets with different dimensions is also performed.




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IPOL - Image Processing On Line   - http://ipol.im/

contact     [email protected]          - http://www.ipol.im/meta/contact/
news+feeds  twitter @IPOL_journal - http://www.ipol.im/meta/feeds/
announces   [email protected] - http://tools.ipol.im/mm/announce/
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