Matrix Factorization, Matrix Decomposition, Svd, Singular Values, Mathematics.
conjugate transpose of U, and I is the identity matrix). Σ is an m×n rectangular diagonal matrix, whose diagonal elements are the singular values. These values are non-negative real numbers and are arranged in descending order. V^(*) is an n×n unitary matrix, the conjugate transpose of V. The