Rényi relative entropies and noncommutative $L_p$-spaces II
We study an extension of the sandwiched Rényi relative entropies for normal positive functionals on a von Neumann algebra, for parameter values $α\in [1/2,1)$. This work is intended as a continuation of [A. Jenčová, Ann. Henri Poincaré 19, 2513-2542, 2018], where the values $α>1$ were studied. We use the Araki-Masuda divergences of [Berta et al., Ann. Henri Poincaré 9, 1843-1867, 2018] and treat them in the framework of Kosaki's noncommutative $L_p$-spaces. Using the variational formula, recently obtained by F. Hiai, for $α\in [1/2,1)$, we prove the data processing inequality with respect to positive trace preserving maps and show that for $α\in (1/2,1)$, equality characterizes sufficiency (reversibility) for any 2-positive trace preserving map.