AnalyticalGuaranteesonNumericalPrecisionofDeepNeuralNetworksCharbelSakrYongjuneKimNareshShanbhagAbstractdeepresidualnetwork.ThishighcomplexityofdeepneuralnetworkspreventsitsdeploymentonenergyandThe...
AnAnalyticalFormulaofPopulationGradientfortwo-layeredReLUnetworkanditsApplicationsinConvergenceandCriticalPointAnalysisYuandongTian1Abstractandwhysimplemethodslikegradientdescentcansolvethecomplica...