Linear Algebra, Randomization, Singular Values, Eigenvectors, Thoughts And Theory.
rank and we end up throwing significant amount of variance away? Another way of describing this phenomenon is — what if the singular values of our data matrix S decay very slowly? In that case, we can pre-process our data matrix S using power iteration. Power iteration is a method to condense the