Local conformal autoencoder for standardized data coordinates

DOI10.1073/PNAS.2014627117zbMath1485.68234OpenAlexW3109222830WikidataQ102335857 ScholiaQ102335857MaRDI QIDQ5073230

Ofir Lindenbaum, Erez Peterfreund, Ronald R. Coifman

Publication date: 5 May 2022

Published in: Proceedings of the National Academy of Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1073/pnas.2014627117

Mathematics Subject Classification ID

Statistics on manifolds (62R30) Artificial neural networks and deep learning (68T07)

Uses Software

• UMAP

Cites Work

• Unnamed Item
• Anisotropic diffusion on sub-manifolds with application to Earth structure classification
• Non-linear independent component analysis with diffusion maps
• Multi-view kernel consensus for data analysis
• Diffusion maps
• Geometric harmonics: a novel tool for multiscale out-of-sample extension of empirical functions
• Nonmetric multidimensional scaling. A numerical method
• Single-Site Localization via Maximum Discrimination Multipath Fingerprinting
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation

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