Faster Parametric Submodular Function Minimization by Exploiting Duality
This paper presents the first weakly polynomial-time algorithms for the parametric submodular line search problem by exploiting a dual formulation and cutting-plane methods to reduce the number of calls to the exact submodular function minimization oracle.