Approximation bounds for norm constrained neural networks with applications to regression and GANs
Yuling Jiao, Yang Wang, Yunfei Yang
Topics & Concepts
Parameterized complexityMathematicsNorm (philosophy)DiscriminatorArtificial neural networkUniform normApproximation errorConstraint (computer-aided design)Upper and lower boundsConvergence (economics)Applied mathematicsMathematical optimizationComputer scienceAlgorithmDiscrete mathematicsArtificial intelligenceMathematical analysisGeometryEconomic growthEconomicsLawTelecommunicationsPolitical scienceDetectorNeural Networks and ApplicationsMachine Learning and AlgorithmsMachine Learning and ELM