BabelNet

bn:02442972n

Noun Concept

Categories: Articles with short description, Dimension reduction

nonlinear dimensionality reduction Uniform manifold approximation and projection Local linear embedding locally linear embedding locally linear embeddings

Nonlinear dimensionality reduction, also known as manifold learning, refers to various related techniques that aim to project high-dimensional data onto lower-dimensional latent manifolds, with the goal of either visualizing the data in the low-dimensional space, or learning the mapping itself. Wikipedia

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Simplification that assumes that the data of interest lie on an embedded non-linear manifold within the higher-dimensional space. Wikipedia Disambiguation

Summary of algorithms for nonlinear dimensionality reduction Wikidata

IS A

machine learning

dimensionality reduction

HAS KIND

Isomap

Elastic map

Wikipedia

nonlinear dimensionality reduction

Wikidata

nonlinear dimensionality reduction

Wikipedia Redirections

Local linear embedding, locally linear embedding, locally linear embeddings, manifold learning, non-linear dimensionality reduction, probabilistic learning on manifolds, Uniform manifold approximation and projection, Uniform Manifold Approximation and Projection

Wikidata Alias

manifold learning, NLDR