Author

T. Höllt

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#machine learning Preprint Apr 2026

A Spectral Decomposition Framework for Multiscale Nonlinear Dimensionality Reduction

SDMP (Spectral Decomposition for Multiscale Projection), a nonlinear DR framework built on an explicit spectral decomposition, is introduced, making the evolving balance between global organization and local detail explicit, controllable, and inspectable.

Ze-Yuan Huang, Angelos Chatzimparmpas, T. Höllt et al. · 0 citations