GhostUMAP2: Measuring and Analyzing (r,d)-Stability of UMAP

Myeongwon Jung, Takanori Fujiwara, Jaemin Jo

Despite the widespread use of Uniform Manifold Approximation and Projection (UMAP), the impact of its stochastic optimization process on the results remains underexplored. We obser…