International Journal

A Global Geometric Framework for Nonlinear Dimensionality Reduction

Authors

Joshua B. Tenenbaum, Vin de Silva, John C. Langford

Journal

Science

Year Published

2000

Publisher

American Association for the Advancement of Science

Citations

13568 citations

Type

Article

Language

EN

Topics & Concepts

Dimensionality reduction (0.82) Principal component analysis (0.65) Isomap (0.62) Nonlinear dimensionality reduction (0.60) Multidimensional scaling (0.56)

Abstract

A Global Geometric Framework for Nonlinear Dimensionality Reduction - Full text available via OpenAlex

Author Details

Joshua B. Tenenbaum

ORCID

Vin de Silva

John C. Langford

ORCID
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