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Sparse PCA through Low-rank Approximations
Sparse PCA Low-rank Approximations
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2013/4/27
We introduce a novel algorithm that computes the $k$-sparse principal component of a positive semidefinite matrix $A$. Our algorithm is combinatorial and operates by examining a discrete set of specia...