Consistency of fractional graph-Laplacian regularization in semisupervised learning with finite labels (Q6571355)

scientific article; zbMATH DE number 7880195

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English	Consistency of fractional graph-Laplacian regularization in semisupervised learning with finite labels	scientific article; zbMATH DE number 7880195

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instance of

scholarly article

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title

Consistency of fractional graph-Laplacian regularization in semisupervised learning with finite labels (English)

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SIAM Journal on Mathematical Analysis

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publication date

12 July 2024

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zbMATH Keywords

fractional Laplacian

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nonparametric regression

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semisupervised learning

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asymptotic consistency

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PDEs on graphs

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nonlocal variational problems

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MaRDI profile type

Publication

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cites work

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Diffusion maps

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Continuum limit of the nonlocal p-Laplacian evolution problem on random inhomogeneous graphs

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Learning Theory

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Consistency of Dirichlet Partitions

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Identifiers

zbMATH Open document ID

1543.35258

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DOI

10.1137/23m1559087

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Mathematics Subject Classification ID

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Sitelinks

Mathematics(1 entry)

mardi Publication:6571355