Computer ScienceMathematics

Visualizing Data using t-SNE

L. Maaten, Geoffrey E. Hinton

2008JOURNAL OF MACHINE LEARNING RESEARCH

tlooto Summary

A new technique called t-SNE that visualizes high-dimensional data by giving each datapoint a location in a two or three-dimensional map, a variation of Stochastic Neighbor Embedding that is much easier to optimize, and produces significantly better visualizations by reducing the tendency to crowd points together in the center of the map.

Abstract

Abstract is not available.

Citation format

MAATEN, L.; HINTON, Geoffrey E. Visualizing data using t-sne. JOURNAL OF MACHINE LEARNING RESEARCH, 2008, 9: 2579–2605.