A Spectral Framework for Multi-Scale Nonlinear Dimensionality Reduction
arXiv:2604.02535v1 Announce Type: new
Abstract: Dimensionality reduction (DR) is characterized by two longstanding trade-offs. First, there is a global-local preservation tension: methods such as t-SNE and UMAP prioritize local neighborhood preservati…