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A Stochastic PCA and SVD Algorithm with an Exponential Convergence Rate
Published on 2015-12-051866 Views
We describe and analyze a simple algorithm for principal component analysis and singular value decomposition, VR-PCA, which uses computationally cheap stochastic iterations, yet converges exponentiall