TopoMap++: A faster and more space efficient technique to compute projections with topological guarantees

Vitoria Guardieiro, Felipe Inagaki de Oliveira, Harish Doraiswamy +2

High-dimensional data, characterized by many features, can be difficult to visualize effectively. Dimensionality reduction techniques, such as PCA, UMAP, and t-SNE, address this ch…