Visualizing Uncertainty in Non-linear Projections with Ensembles

Kai Nylund, Michael Correll, Lace Padilla

Widely used non-linear dimensionality reduction (NLDR) methods such as UMAP and t-SNE are stochastic--repeated runs on the same data can produce different low-dimensional projectio…