Sharp Bounds on the Approximation Rates, Metric Entropy, and n-Widths of Shallow Neural Networks
Jonathan W. Siegel, Jinchao Xu
Topics & Concepts
MathematicsParameterized complexityBounding overwatchBounded functionEntropy (arrow of time)Upper and lower boundsMetric spaceBounded variationNonlinear systemMetric (unit)Artificial neural networkApplied mathematicsMathematical analysisCombinatoricsComputer sciencePhysicsArtificial intelligenceEconomicsMachine learningOperations managementQuantum mechanicsAdvanced Numerical Analysis TechniquesMedical Image Segmentation TechniquesNeural Networks and Applications