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Convergent Autoencoder Approximation of Low Bending and Low Distortion Manifold Embeddings
Braunsmann, Juliane; Rajković, Marko; Rumpf, Martin; Wirth, Benedikt
Research article (journal)
| Peer reviewed
Details about the publication
Journal:
ESAIM: Mathematical Modelling and Numerical Analysis
Volume:
58
Issue:
1
Page range:
335-361
Status:
Published
Release year:
2024
Language in which the publication is written:
English
DOI:
10.1051/m2an/2023088
Keywords:
Manifold learning; manifold embedding; autoencoder; latent space; Monte Carlo sampling; Γ-convergence
Authors from the University of Münster
Braunsmann
,
Juliane
Professorship of Biomedical Computing/Modelling (Prof. Wirth)
Wirth
,
Benedikt
Professorship of Biomedical Computing/Modelling (Prof. Wirth)