A Stochastic PCA and SVD Algorithm with an Exponential Convergence Rate
Published on Dec 05, 20151860 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