Linear Algebra, Randomization, Singular Values, Eigenvectors, Thoughts And Theory.
If that is the case, then what is exactly the point of calculating all the left singular vectors since they will be multiplied by zero anyway? The answer is- there is no point. Now, we have two paths to follow. First, we calculate the entire SVD. Then throw the p-q left singular vectors away. This