Linear Algebra, Randomization, Singular Values, Eigenvectors, Thoughts And Theory.
error as a function of target rank r and the degree of power iteration i. Hence, you can trade-off between approximation performance and computational requirement easily. More on this topic can be found in this amazing paper. Example In this plot, we can see how good randomized SVD can approximate