Corpus ID: 5855042

Visualizing Data using t-SNE

@inproceedings{Maaten2008VisualizingDU,
  title={Visualizing Data using t-SNE},
  author={Laurens van der Maaten and Geoffrey E. Hinton},
  year={2008}
}

Laurens van der Maaten, Geoffrey E. Hinton

Published 2008

Mathematics

We present a new technique called “t-SNE” that visualizes high-dimensional data by giving each datapoint a location in a two or three-dimensional map. The technique is a variation of Stochastic Neighbor Embedding (Hinton and Roweis, 2002) 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. t-SNE is better than existing techniques at creating a single map that reveals structure at many… CONTINUE READING

View PDF

Save to Library

Create Alert

Cite

Launch Research Feed

Create an AI-powered research feed to stay up to date with new papers like this posted to ArXiv