Directional derivative of a convex function is sublinear

ID: directional-derivative-of-a-convex-function-is-sublinear

For a locally Lipschitz function that is convex near , increasing secant slopes have a finite right limit. Positive rescaling of gives positive homogeneity in . The convexity bound gives subadditivity after subtracting , dividing by and taking the limit. Thus is a finite sublinear functional, although it need not be a linear functional.

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