Consider the regularization term used in equation (2), each element in U T s U p and U T p U l has a value between 0 and 1 as each column of U s , U p and U l is normalized.
it is appropriate to normalize the term having ∥U T s U p ∥ 2 F by K s K p since there are K s × K p elements in U T s U p .