Machine Learning, Artificial Intelligence, Mathematics.
for AAᵀ and come back with a similar equation. Now, we just solve U, V and S for and prove the theorem. Recap The following is a recap of SVD. where Reformulate SVD Since matrix V is orthogonal, VᵀV equals I. We can rewrite the SVD equation as: This equation establishes an important relationship