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.
New to topics? Read the docs here!