Cluster and then Embed: A Modular Approach for Visualization

Elizabeth Coda, Ery Arias-Castro, Gal Mishne

Dimensionality reduction methods such as t-SNE and UMAP are popular methods for visualizing data with a potential (latent) clustered structure. They are known to group data points…