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Convergence of Laplacian Eigenmaps and its Rate for Submanifolds with Singularities

Convergence of Laplacian Eigenmaps and its Rate for Submanifolds with Singularities

Masayuki Aino
ArXiv (abs)PDFHTML

Papers citing "Convergence of Laplacian Eigenmaps and its Rate for Submanifolds with Singularities"

4 / 4 papers shown
Title
Improved spectral convergence rates for graph Laplacians on epsilon-graphs and k-NN graphs
Improved spectral convergence rates for graph Laplacians on epsilon-graphs and k-NN graphs
Jeff Calder
Nicolas García Trillos
68
40
0
29 Oct 2019
Error estimates for spectral convergence of the graph Laplacian on random geometric graphs towards the Laplace--Beltrami operator
Error estimates for spectral convergence of the graph Laplacian on random geometric graphs towards the Laplace--Beltrami operator
Nicolas García Trillos
Moritz Gerlach
Matthias Hein
D. Slepčev
98
173
0
30 Jan 2018
Four lectures on probabilistic methods for data science
Four lectures on probabilistic methods for data science
Roman Vershynin
73
25
0
20 Dec 2016
The embedding dimension of Laplacian eigenfunction maps
The embedding dimension of Laplacian eigenfunction maps
Jonathan Bates
41
27
0
04 May 2016

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