The Hilbert-Schmidt norm of a matrix A is a matrix norm defined by left double bracketing bar A right double bracketing bar _(H S) congruent sqrt( sum_(i, j) a_(i j)^2).

Frobenius norm | Hilbert-Schmidt operator | matrix norm