Sparse optimization on measures with over-parameterized gradient descent
Lénaïc Chizat
Topics & Concepts
Gradient descentMeasure (data warehouse)MathematicsParameterized complexityConvex functionStochastic gradient descentBalanced flowMathematical optimizationConvergence (economics)Convex optimizationDescent (aeronautics)Applied mathematicsDegeneracy (biology)DiscretizationManifold (fluid mechanics)Exponential functionFunction (biology)Regular polygonAlgorithmComputer scienceArtificial neural networkMathematical analysisArtificial intelligencePhysicsDatabaseBioinformaticsEconomic growthEconomicsEngineeringGeometryMechanical engineeringEvolutionary biologyBiologyMeteorologyStochastic Gradient Optimization TechniquesSparse and Compressive Sensing TechniquesMarkov Chains and Monte Carlo Methods