A post-processing diagonalization step turns SpectralNet's rotationally ambiguous output into the actual eigenvectors, yielding scalable, generalizable spectral embeddings and a generalizable UMAP.
Algebraic multigrid (amg) for sparse matrix equations
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Generalizable Spectral Embedding with an Application to UMAP
A post-processing diagonalization step turns SpectralNet's rotationally ambiguous output into the actual eigenvectors, yielding scalable, generalizable spectral embeddings and a generalizable UMAP.