  We present Rosenthal-type moment inequalities for matrix-valued U-statistics
of order 2. As a corollary, we obtain new matrix concentration inequalities for
U-statistics. One of our main technical tools, a version of the non-commutative
Khintchine inequality for the spectral norm of the Rademacher chaos, could be
of independent interest.
