Generalizable Spectral Embedding with an Application to UMAP

Nir Ben-Ari, Amitai Yacobi, Uri Shaham

Spectral Embedding (SE) is a popular method for dimensionality reduction, applicable across diverse domains. Nevertheless, its current implementations face three prominent drawback…