Project details for Sparse PCA

Logo Sparse PCA 1.0

by tbuehler - January 8, 2012, 19:01:47 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ]

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This archive contains a Matlab implementation of Sparse PCA using the inverse power method for nonlinear eigenproblems as described in the paper

M. Hein and T. Buehler An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA In Advances in Neural Information Processing Systems 23 (NIPS 2010).

(Extended version available online at

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BibTeX Entry: Download
Corresponding Paper BibTeX Entry: Download
Supported Operating Systems: Agnostic
Data Formats: Matlab
Tags: Sparsity, Sparse, Principal Component Analysis
Archive: download here


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