Linear Algebra, Randomization, Singular Values, Eigenvectors, Thoughts And Theory.
variances in first few singular values. Let us define the following From the definition of eigen-decomposition, we know that The superscript (i) denotes that the power of the corresponding matrices has been raised to i. Now if we do the following then it can be easily shown that the following holds