AmortizedConditionalNormalizedMaximumLikelihood:ReliableOutofDistributionUncertaintyEstimationAurickZhou1SergeyLevine1Abstractdictionaccuracy,theygenerallydonotprovidethemeanstoaccuratelyquantifyth...
NormalizedFlatMinima:ExploringScaleInvariantDefinitionofFlatMinimaforNeuralNetworksUsingPAC-BayesianAnalysisYusukeTsuzuku12IsseiSato12MasashiSugiyama21Abstractbleexplanationforthegeneralizationabil...
NormalizedLossFunctionsforDeepLearningwithNoisyLabelsXingjunMa1HanxunHuang1YisenWang2SimoneRomanoSarahErfani1JamesBailey1Abstract2018;Hanetal.,2018b);and4)robustlossfunctionsthatareinherentlytolera...
MomentumImprovesNormalizedSGDAshokCutkosky12HarshMehta1AbstractthatSGD’sconvergencerateisindependentofthedimen-sionoftheproblem,allowingittoscalemoreeasilytoWeprovideanimprovedanalysisofNormalized...
KernelNormalizedCut:aTheoreticalRevisitYoshikazuTerada12MichioYamamoto32Abstractanunknownunderlyingdistribution,calledthepopulationdistribution.Inthissetting,asmentionedinvonLuxburgInthispaper,west...
BayesianUncertaintyEstimationforBatchNormalizedDeepNetworksMattiasTeye12HosseinAzizpour1KevinSmith13Abstractorifthenetworkisconfrontedwithadversarialexamples(Goodfellowetal.,2014).Whenexposedtodata...