Local Strong Convexity and Local Lipschitz Continuity of the Gradient of Convex Functions

Given a pair of convex conjugate functions

and

f^* f ∗

, we investigate the relationship between local Lipschitz continuity of

\nabla f ∇ f

and local strong convexity properties of

f^* f ∗

.