In this paper we consider ambiguous stochastic constraints under partial information consisting of means and dispersion measures of the underlying random parameters. Whereas the past literature used ...

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 ...