The aim of this survey is to present some aspects of the Bérard–Besson–Gallot spectral embeddings of a closed Riemannian manifold from their origins in Riemannian geometry to more recent applications in data analysis.
@article{TSG_2017-2019__35__197_0, author = {Tewodrose, David}, title = {A survey on spectral embeddings and their application in data analysis}, journal = {S\'eminaire de th\'eorie spectrale et g\'eom\'etrie}, pages = {197--244}, publisher = {Institut Fourier}, address = {Grenoble}, volume = {35}, year = {2017-2019}, doi = {10.5802/tsg.369}, language = {en}, url = {http://www.numdam.org/articles/10.5802/tsg.369/} }
TY - JOUR AU - Tewodrose, David TI - A survey on spectral embeddings and their application in data analysis JO - Séminaire de théorie spectrale et géométrie PY - 2017-2019 SP - 197 EP - 244 VL - 35 PB - Institut Fourier PP - Grenoble UR - http://www.numdam.org/articles/10.5802/tsg.369/ DO - 10.5802/tsg.369 LA - en ID - TSG_2017-2019__35__197_0 ER -
%0 Journal Article %A Tewodrose, David %T A survey on spectral embeddings and their application in data analysis %J Séminaire de théorie spectrale et géométrie %D 2017-2019 %P 197-244 %V 35 %I Institut Fourier %C Grenoble %U http://www.numdam.org/articles/10.5802/tsg.369/ %R 10.5802/tsg.369 %G en %F TSG_2017-2019__35__197_0
Tewodrose, David. A survey on spectral embeddings and their application in data analysis. Séminaire de théorie spectrale et géométrie, Tome 35 (2017-2019), pp. 197-244. doi : 10.5802/tsg.369. http://www.numdam.org/articles/10.5802/tsg.369/
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