An Analysis of the t-SNE Algorithm for Data Visualization

COLT, pp. 1455-1462, 2018.

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Abstract:

A first line of attack in exploratory data analysis is _data visualization_, i.e., generating a 2-dimensional representation of data that makes _clusters_ of similar points visually identifiable. Standard JL dimensionality reduction does not produce data visualizations. The t-SNE heuristic of van der Maaten and Hinton, which is based on n...More

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