Data-DependentDifferentiallyPrivateParameterLearningforDirectedGraphicalModelsAmritaRoyChowdhury1TheodorosRekatsinas1SomeshJha12AbstractHence,learningandpubliclyreleasingtheparametersoftheprobabili...
DropoutTraining,Data-DependentRegularization,andGeneralizationBoundsWenlongMou1YuchenZhou2JunGao3LiweiWang34Abstractexperimentalstudieshaveshowntheregularizationeffectincurredbydropout,asthegapbetw...
Data-DependentStabilityofStochasticGradientDescentIljaKuzborskij1ChristophH.Lampert2Abstractticeonemightnotevenreachaminimum,yetneverthelessobservesexcellentperformance.WeestablishaData-Dependentno...