Subadditivity of Matrix phi-Entropy and Concentration of Random Matrices.

This paper considers a class of entropy functionals defined for random matrices, and it demonstrates that these functionals satisfy a subadditivity property. Several matrix concentration inequalities are derived as an application of this result.