A matrix convexity approach to some celebrated quantum inequalities.

Effros, Edward G · Proc Natl Acad Sci U S A · 2009

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Abstract

Some of the important inequalities associated with quantum entropy are immediate algebraic consequences of the Hansen-Pedersen-Jensen inequalities. A general argument is given using matrix perspectives of operator convex functions. A matrix analogue of Maréchal's extended perspectives provides additional inequalities, including a p + q < or = 1 result of Lieb.