Search Results for author: Daniel N. Kaslovsky

Found 1 papers, 0 papers with code

Non-Asymptotic Analysis of Tangent Space Perturbation

no code implementations20 Nov 2011 Daniel N. Kaslovsky, Francois G. Meyer

To process noisy data samples from a nonlinear manifold, PCA must be applied locally, at a scale small enough such that the manifold is approximately linear, but at a scale large enough such that structure may be discerned from noise.

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