Modulus of convexity for operator convex functions

preprint2014arXivOpen access

Abstract

Given an operator convex function f(x)f(x), we obtain an operator-valued lower bound for cf(x)+(1−c)f(y)−f(cx+(1−c)y)cf(x) + (1-c)f(y) - f(cx + (1-c)y), c∈[0,1]c \in [0,1]. The lower bound is expressed in terms of the matrix Bregman divergence. A similar inequality is shown to be false for functions that are convex but not operator convex.

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