t-SNE Exaggerates Clusters, Provably

Noah Bergam, Szymon Snoeck, Nakul Verma

Central to the widespread use of t-distributed stochastic neighbor embedding (t-SNE) is the conviction that it produces visualizations whose structure roughly matches that of the i…