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SparsePCA

Sparse PCA algorithms in Matlab/R.

Main example of sparse eigenvector extraction. The function SparseEigen corresponds to the accelerated IMRP algorithm of the referenced paper.

Reference: K. Benidis, Y. Sun, P. Babu, D.P. Palomar "Orthogonal Sparse PCA and Covariance Estimation via Procrustes Reformulation" IEEE Transactions on Signal Processing, vol 64, Dec. 2016.

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Sparse PCA algorithms in Matlab/R

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