Principled deep neural network training through linear programming
Daniel Bienstock, Gonzalo Muñoz, Sebastian Pokutta
Topics & Concepts
Computer scienceDeep learningPolyhedronArtificial intelligenceArtificial neural networkLinear programmingPerspective (graphical)Dependency (UML)Task (project management)Representation (politics)Sample (material)Function (biology)Machine learningMathematical optimizationAlgorithmTheoretical computer scienceMathematicsGeometryChromatographyEconomicsLawManagementPolitical scienceBiologyChemistryPoliticsEvolutionary biologyStochastic Gradient Optimization TechniquesSparse and Compressive Sensing TechniquesMachine Learning and Algorithms