The theory of second-order epi-derivatives of extended-real-valued functions is applied to convex functions on $\mathbb{R}^n$ and shown to be closely tied to proto-differentiation of the corresponding ...

Applications of Fréchet derivative emerge in the sensitivity analysis of matrix functions. Our work extends the generalized complex step approximation using the complex computation f(A + eiθhE) as a ...