Principled Deep Neural Network Training through Linear Programming

Daniel Bienstock, Gonzalo Muñoz, Sebastian Pokutta

Deep learning has received much attention lately due to the impressive empirical performance achieved by training algorithms. Consequently, a need for a better theoretical understa…