Linear Algebra, Randomization, Singular Values, Eigenvectors, Thoughts And Theory.
are the eigenvectors we are looking for! An intelligent way of avoiding this puzzling scenario is to take the random projection first, then multiply it with S* and S alternatively. One of the most beautiful thing about randomized SVD is the existence of closed-form lower bound of approximation