A survey on spectral embeddings and their applications in data analysis

A survey on spectral embeddings and their applications in data analysis

The aim of this survey is to present some aspects of the B\'erard-Besson-Gallot spectral embeddings of a closed Riemannian manifold from their origins in Riemannian geometry to more recent applications in data analysis.

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Bibliographische Detailangaben
1. Verfasser: Tewodrose, David
Format: Artikel
Sprache:eng
Schlagworte:
Mathematics - Differential Geometry
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Beschreibung
Zusammenfassung:The aim of this survey is to present some aspects of the B\'erard-Besson-Gallot spectral embeddings of a closed Riemannian manifold from their origins in Riemannian geometry to more recent applications in data analysis.
DOI:10.48550/arxiv.2001.11697