Andrew Fairless, Ph.D.
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What I Read: Alternative To t-SNE.
Posted on :: Tags: dimensionality reduction, principal components, clustering, linear algebra, landmark

https://pub.towardsai.net/a-linear-time-alternative-to-t-sne-for-dimensionality-reduction-and-fast-visualisation-5cd1a7219d6f?gi=c96596ae5f84
A Linear-Time Alternative To t-SNE for Dimensionality Reduction and Fast Visualisation
Roman Ferrando
Dec 15, 2025
"SLR is a deterministic, linear-time alternative to t-SNE designed specifically for the browser. It bypasses the heavy optimisation loops of traditional methods..."