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Matthew Brehmer, Michael Sedlmair, Stephen Ingram, Tamara Munzner

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cs.HC 1

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2025 1

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CONDITIONAL 1

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Stop Misusing t-SNE and UMAP for Visual Analytics

cs.HC · 2025-06-10 · conditional · novelty 5.0

A review of 136 visual analytics papers and two interview studies show t-SNE and UMAP are frequently used for tasks they cannot support, and that practitioner literacy issues explain the persistent misuse.

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  • Stop Misusing t-SNE and UMAP for Visual Analytics cs.HC · 2025-06-10 · conditional · none · ref 7

    A review of 136 visual analytics papers and two interview studies show t-SNE and UMAP are frequently used for tasks they cannot support, and that practitioner literacy issues explain the persistent misuse.