Given an Hermitian matrix M
- The eigenvalues of M is strictly positive.
- It is the Gram matrix of linearly independent vectors.
- It has a Cholesky decomposition. M = M' = L' * L = H' * H. Where L is a triangular matrix with strictly positive diagonal elements.