Generalizing the Singular Value Decomposition
Charles F. Van Loan · SIAM Journal on Numerical Analysis · 1976
Two generalizations of the singular value decomposition are given. These generalizations provided a unified way of regarding certain matrix problems and the numerical techniques which are used to solve them.