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Linear algebra / Matrix theory / Differential operators / Algebraic graph theory / Laplacian matrix / matrices / Laplace operator / Eigenvalues and eigenvectors / Tikhonov regularization / Algebra / Mathematics / Mathematical analysis


Regularized Laplacian Estimation and Fast Eigenvector Approximation Patrick O. Perry Information, Operations, and Management Sciences NYU Stern School of Business
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Document Date: 2012-08-14 01:08:22

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London / /

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P 0 LP / SIAM Journal / Eqn / /

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United States / /

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downstream applications / large-scale applications / Nearly-linear time algorithms / Internet Mathematics / large networks / large-scale data analysis applications / linear systems / spectral algorithm / /

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American Mathematical Society / Michael W. Mahoney Department / Fast Eigenvector Approximation Patrick O. Perry Information / Operations / and Management Sciences NYU Stern School of Business New York / National Academy of Sciences / Stanford University Stanford / Pattern Analysis and Machine Intelligence / /

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Patrick O. Perry / Regularized Laplacian / Michael W. Mahoney / /

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Proceedings of the National Academy of Sciences / Machine Learning / Bulletin of the American Mathematical Society / Theory of Computing / /

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1 Introduction Approximation algorithms / spectral algorithm / Nearly-linear time algorithms / ISP / machine learning / Metropolis algorithm / /

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