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Multivariate statistics / Singular value decomposition / Matrix theory / Linear algebra / Markov processes / Eigenvalues and eigenvectors / Principal component analysis / Heat equation / Information bottleneck method / Algebra / Mathematics / Statistics


Diffusion Maps, Spectral Clustering and Eigenfunctions of Fokker-Planck Operators Boaz Nadler∗ St´ephane Lafon Ronald R. Coifman Department of Mathematics, Yale University, New Haven, CT 06520. {boaz.nadler,stephane.l
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Document Date: 2006-05-04 10:36:46

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City

Rehovot / Laplacian / New Haven / /

Company

Tf / Tb / J. Comp / /

Country

Jordan / Israel / /

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Facility

Weizmann Institute of Science / Applied Mathematics Princeton University / Yale University / /

IndustryTerm

spectral clustering algorithms / dimensional reduction algorithms / low energy / possible solution / dimensionality reduction algorithms / data collection protocols / integral operator / mean travel times / dot product / multiscale systems / fundamental solution / stochastic dynamical systems / dynamical systems / energy / /

Organization

Fokker-Planck Operators Boaz Nadler∗ St´ephane Lafon Ronald R. Coifman Department of Mathematics / Princeton University / Yale University / Ioannis G. Kevrekidis Department of Chemical Engineering and Program / Weizmann Institute of Science / /

Person

Mikhail Belkin / Partha Niyogi / A. Singer / B.J. Matkowsky / D. Holcman / Nat / Ioannis G. Kevrekidis / Z. Schuss / R.S. Eisenberg / Ronald R. Coifman / /

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Position

Hb / infinitesimal generator Hb / following Fokker-Planck operator Hb / Corresponding author / Singer / /

Product

Pentax K-x Digital Camera / /

ProvinceOrState

Connecticut / /

Technology

data collection protocols / spectral clustering algorithms / machine learning / simulation / dimensional reduction algorithms / dimensionality reduction algorithms / /

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http /

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