We consider minimizers of linear functionals of the type $$L(u)=\int_{\p ��} u \, d ��- \int_�� u \, dx$$ in the class of convex functions $u$ with prescribed determinant $\det D^2 u =f$. We obtain compactness properties for such minimizers and discuss their regularity in two dimensions.